{"id":"W6961395404","doi":"10.14288/1.0345522","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001913564,0.00002902923,0.00004783748,1.133933e-7,0.4895993,0.6242061,0.000550085,0.00002152488,0.0004560275],"category_scores_gemma":[0.00009494883,0.00001304944,0.00003020026,0.00006079855,0.00006732663,0.0001704885,0.0001709116,0.00004812775,0.00001410593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002281186,"about_ca_system_score_gemma":0.00001527285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.840665,"about_ca_topic_score_gemma":0.9924674,"domain_scores_codex":[0.9995623,0.00002788336,0.00007989062,0.0001182997,0.00009237476,0.0001192406],"domain_scores_gemma":[0.9997242,0.00002904808,0.00005033152,0.00008384608,0.00007545062,0.00003708711],"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":[0.000002901032,0.00002193281,0.000902875,2.108205e-7,0.000006308321,6.458525e-7,0.000001248309,1.779689e-7,0.0003172164,0.000003541005,0.9592103,0.0395326],"study_design_scores_gemma":[0.00007842391,0.00005740495,0.02849137,0.000005790105,0.000003170521,0.000006460841,0.00009514977,0.00001602868,0.00004106658,0.0007811047,0.9703683,0.0000557114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0250189,0.0000484798,0.00000114097,0.005581219,0.0003663661,0.000431879,0.00001186002,0.00001913985,0.968521],"genre_scores_gemma":[0.1554836,0.00004100065,0.00001596977,0.0001398984,0.0001357329,0.0001011716,0.000003314668,3.377326e-7,0.844079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6240357,"threshold_uncertainty_score":0.5110652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146238821233837,"score_gpt":0.2313377840620245,"score_spread":0.1898753958496862,"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."}}