{"id":"W4253877123","doi":"10.7834/phoenix.71.3-4.0393","title":"","year":2017,"lang":"","type":"article","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004581685,0.001005688,0.0004042019,0.001353219,0.001283432,0.004789597,0.0007760851,0.000722162,0.7948899],"category_scores_gemma":[0.001000083,0.0003361384,0.0003601922,0.001519255,0.0006891284,0.001592817,0.002240894,0.001006176,0.6469423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332106,"about_ca_system_score_gemma":0.001797876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004269161,"about_ca_topic_score_gemma":0.01264742,"domain_scores_codex":[0.9997423,0.00001797965,0.00001066564,0.00006589881,0.0001103383,0.00005277402],"domain_scores_gemma":[0.9996718,0.0000285508,0.00001389642,0.00006396867,0.00009533095,0.0001264106],"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":[0.0001333312,0.00009344224,0.0008264668,0.0001694257,0.00001260499,0.0001203885,0.00006890538,0.0002324098,0.001183334,0.01216794,0.7540796,0.2309121],"study_design_scores_gemma":[0.00001556586,0.00001456885,0.0008017046,0.00006881651,0.000005235302,0.0000742528,0.00006982739,0.00008193326,0.0005667004,0.001416157,0.9968812,0.000003970679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001091111,0.0008161907,0.0007318373,0.00113,0.001165488,0.00004404259,0.002194115,0.0007243159,0.9921028],"genre_scores_gemma":[0.002068607,0.0006634104,0.0002890153,0.000163415,0.0001076076,0.000008742468,0.0009628747,0.0001251129,0.9956113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2051101,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894410018735031,"score_gpt":0.3293718204426346,"score_spread":0.2804277202552843,"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."}}