{"id":"W3112657882","doi":"10.7557/2.40.1.5722","title":"David R. Klein","year":2020,"lang":"pl","type":"article","venue":"Rangifer","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; University of British Columbia","keywords":"Environmental science; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001832031,0.000371318,0.0004242822,0.001111442,0.002145729,0.002524461,0.0008364553,0.001469171,0.08155111],"category_scores_gemma":[0.009562451,0.0002712834,0.0002212916,0.0005129006,0.001484924,0.001591661,0.001507835,0.003896164,0.03791784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704282,"about_ca_system_score_gemma":0.003733802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485874,"about_ca_topic_score_gemma":0.01221067,"domain_scores_codex":[0.9988802,0.0001995919,0.00004278262,0.0002023895,0.0005675791,0.0001074165],"domain_scores_gemma":[0.9952862,0.0009704761,0.0002126922,0.0001774467,0.001924943,0.00142824],"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":[0.00001702033,0.00001085349,0.0002007911,0.00005021076,0.00000294418,0.00007006578,0.0001089329,0.00004282259,0.00006743953,0.01825357,0.9360902,0.04508527],"study_design_scores_gemma":[0.000002474517,0.000007305752,0.0001309689,0.00007821117,0.000001380514,0.0001945814,0.00009266767,0.00002537784,0.00006501252,0.002457779,0.9969401,0.000004175129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001900954,0.1046591,0.005952481,0.4036948,0.05213508,0.00007529127,0.0005529082,0.0006557847,0.4303737],"genre_scores_gemma":[0.01913772,0.05891924,0.00386397,0.03922233,0.004139229,0.00004716569,0.0002221102,0.000294312,0.8741539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9184489,"threshold_uncertainty_score":0.2728156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4133820844887385,"score_gpt":0.52832610963895,"score_spread":0.1149440251502115,"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."}}