{"id":"W4234254132","doi":"10.7202/1030821ar","title":"Les livres","year":2015,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834573,0.001959743,0.001111705,0.002380652,0.008485941,0.008219682,0.0009334378,0.00353138,0.1745107],"category_scores_gemma":[0.003643481,0.00054299,0.001143815,0.001843866,0.003487267,0.003007701,0.003077521,0.009757339,0.04889453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006572097,"about_ca_system_score_gemma":0.004692019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04244772,"about_ca_topic_score_gemma":0.064046,"domain_scores_codex":[0.9969475,0.0007602251,0.00007204063,0.0004951311,0.001156486,0.0005686253],"domain_scores_gemma":[0.9987881,0.0003196426,0.00007715562,0.0001643383,0.0003021099,0.0003487658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003700207,0.0002224094,0.002649046,0.0004907657,0.00006918052,0.001502905,0.00497909,0.0005555533,0.002933175,0.4713502,0.3113506,0.2035271],"study_design_scores_gemma":[0.00001216553,0.00001593365,0.001125697,0.00006253781,0.000003514002,0.0002011571,0.0003809418,0.00003103005,0.0001699922,0.002167218,0.9958182,0.00001165442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01353957,0.009204013,0.00166082,0.009304024,0.005640558,0.00005554804,0.0007078125,0.0005381055,0.9593496],"genre_scores_gemma":[0.0473872,0.005501412,0.001645545,0.002178642,0.00201333,0.00008599523,0.0004914178,0.0002867506,0.9404097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1745107,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704171068152253,"score_gpt":0.2929163047783013,"score_spread":0.2158745940967788,"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."}}