{"id":"W2075847578","doi":"10.1177/0309133309339794","title":"Chandler, T.J. 1965: The climate of London. London: Hutchinson, 292 pp","year":2009,"lang":"en","type":"article","venue":"Progress in Physical Geography Earth and Environment","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009840773,0.00342181,0.001739034,0.005970966,0.001295174,0.002827543,0.001658682,0.001875675,0.04676822],"category_scores_gemma":[0.003653422,0.001958667,0.0009106016,0.01104128,0.00213563,0.008032599,0.001469435,0.003534752,0.03526269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831477,"about_ca_system_score_gemma":0.00317368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05701716,"about_ca_topic_score_gemma":0.1522071,"domain_scores_codex":[0.999483,0.00008157821,0.0001087404,0.0001032434,0.0001837012,0.00003962359],"domain_scores_gemma":[0.9976926,0.0009916939,0.0002540336,0.0001737932,0.0007264246,0.0001614458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001047788,0.00001497044,0.0008633933,0.001204552,0.00004373278,0.0002254844,0.0009415436,0.0006895652,0.0004734361,0.009530967,0.7954424,0.1904653],"study_design_scores_gemma":[0.000009124546,0.00001516321,0.003010821,0.001783864,0.00003804629,0.0004020216,0.0006177708,0.0001345739,0.0004135585,0.00699094,0.9865505,0.00003360162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000693016,0.958146,0.00290354,0.00732329,0.007382033,0.00002108391,0.003624641,0.0003455718,0.01956074],"genre_scores_gemma":[0.01828939,0.8864653,0.006752746,0.001651092,0.003030645,0.000100107,0.002980003,0.0007037502,0.08002698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05701716,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207385664194895,"score_gpt":0.1856607648286792,"score_spread":0.1784533791644843,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}