{"id":"W3143928078","doi":"10.4095/295430","title":"Canada General Reference (detailed)","year":2006,"lang":"en","type":"report","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002146848,0.0002464096,0.0003125685,0.00001420963,0.0001639127,0.00002340668,0.0002933821,0.0001644803,0.005418542],"category_scores_gemma":[0.00001877645,0.0001718133,0.00005939206,0.00007824977,0.0001442109,0.00002991919,0.0003992722,0.0002579385,0.0002733535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107231,"about_ca_system_score_gemma":0.0004399845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972506,"about_ca_topic_score_gemma":0.9971337,"domain_scores_codex":[0.9976951,0.00004054918,0.0003196359,0.0004071696,0.001183247,0.0003542889],"domain_scores_gemma":[0.9994513,0.0000205338,0.0001249421,0.000307692,0.00001749238,0.00007797615],"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":[9.078332e-7,0.00001146983,0.01228305,0.00002283194,0.00001884352,0.00003177094,0.00001091095,0.0002063879,0.00001379797,0.00001247938,0.9866202,0.0007672973],"study_design_scores_gemma":[0.00003735246,0.000008475328,0.04926107,0.00001059367,0.00001910493,0.00001183766,0.00001081877,0.000009005518,0.00007350138,0.0000328908,0.9502584,0.0002669311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01659131,0.0002115106,0.000008170168,0.0004538165,0.0004088677,0.0001048023,0.00007742435,0.00003496865,0.9821091],"genre_scores_gemma":[0.06099657,0.0002502238,0.0002378039,0.0004117851,0.0003571069,0.00001539155,0.000142894,0.00002170043,0.9375665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0445426,"threshold_uncertainty_score":0.9954906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810644183851358,"score_gpt":0.2485504306193396,"score_spread":0.1674860122342038,"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."}}