{"id":"W6961217951","doi":"10.14288/1.0344701","title":"The British Columbia Retailer","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Product (mathematics); Perspective (graphical); Work (physics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001402053,0.00002867103,0.00006550588,3.181927e-7,0.07664362,0.02013932,0.0005607681,0.0000337189,0.001079164],"category_scores_gemma":[0.000126279,0.0000136362,0.0000285758,0.00006661064,0.0001233138,0.0001313806,0.0002698169,0.00006336793,0.00002256196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009468235,"about_ca_system_score_gemma":0.000008366774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2556041,"about_ca_topic_score_gemma":0.9817869,"domain_scores_codex":[0.9996309,0.0000255274,0.00006397597,0.0001157396,0.00003301281,0.0001308571],"domain_scores_gemma":[0.9996579,0.0001620951,0.00005746558,0.00006265579,0.0000341948,0.00002565119],"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":[0.000003028983,0.00001624443,0.01424352,1.19772e-7,0.00001693274,0.000002860733,0.000001119525,3.891763e-8,0.00002807657,0.000005686012,0.9750302,0.01065215],"study_design_scores_gemma":[0.0000414191,0.00002568489,0.3410349,0.000002245771,0.000003709657,0.00001133184,0.00005277209,0.000002017238,0.000003910083,0.0007353229,0.6580514,0.00003518388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1191976,0.00004604709,1.472849e-7,0.002104203,0.0003584808,0.0002984194,0.00006348788,0.00001863971,0.877913],"genre_scores_gemma":[0.2817568,0.0001346901,0.00001198065,0.00008791373,0.00008180913,0.0001233861,0.000003557736,1.71527e-7,0.7177997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7261828,"threshold_uncertainty_score":0.999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342628037306543,"score_gpt":0.2228538044642708,"score_spread":0.1885910007336165,"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."}}