{"id":"W4367158665","doi":"10.7202/1083955ar","title":"Commentaries","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01707669,0.001715188,0.002438372,0.003115888,0.0144425,0.01271779,0.009169552,0.1054083,0.09408826],"category_scores_gemma":[0.1442492,0.001430706,0.003390508,0.004608804,0.006029509,0.008514651,0.007600681,0.06221542,0.05177173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372482,"about_ca_system_score_gemma":0.01479076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04439557,"about_ca_topic_score_gemma":0.05136718,"domain_scores_codex":[0.9781397,0.00317902,0.001703993,0.00382516,0.008606045,0.004546137],"domain_scores_gemma":[0.916644,0.05146977,0.004427487,0.003926897,0.02007136,0.003460448],"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":[0.00002358052,0.000006133655,0.0001267491,0.00004726715,0.00000668332,0.0001695413,0.000213341,0.00001990554,0.00005536544,0.003205752,0.9952115,0.0009142285],"study_design_scores_gemma":[0.00006344353,0.00001536646,0.001170835,0.0004947662,0.00003722089,0.0001318936,0.001419491,0.0001027531,0.0002813141,0.004415287,0.9917963,0.00007136114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004963673,0.0009624879,0.0001281444,0.9285896,0.04557479,0.00006039071,0.0005154667,0.00008695648,0.02358584],"genre_scores_gemma":[0.002221161,0.0003186976,0.00006799623,0.9582892,0.009995066,0.0001183656,0.00008413167,0.00006229161,0.02884314],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1054083,"threshold_uncertainty_score":0.3147566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005421930759432356,"score_gpt":0.197476262886414,"score_spread":0.1920543321269816,"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."}}