{"id":"W7099129057","doi":"","title":"Département de génie électrique et de génie informatique","year":2016,"lang":"en","type":"article","venue":"","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Term (time); Section (typography)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001808612,0.001126418,0.0009254012,0.002528069,0.001266005,0.002409211,0.001320769,0.001719277,0.0978314],"category_scores_gemma":[0.002540614,0.0004208856,0.0006745424,0.001146181,0.001279201,0.001465672,0.002227085,0.003214074,0.02718602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004206782,"about_ca_system_score_gemma":0.004866048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352107,"about_ca_topic_score_gemma":0.01263901,"domain_scores_codex":[0.9984723,0.0003088293,0.00006795313,0.0003813234,0.000484476,0.0002851523],"domain_scores_gemma":[0.996595,0.0007855862,0.0002040502,0.0002665368,0.0009462797,0.001202506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00100598,0.0003505045,0.01590689,0.001242021,0.0001418386,0.001112199,0.001124788,0.004648023,0.01113544,0.1147544,0.2426365,0.6059415],"study_design_scores_gemma":[0.00005710771,0.0001401114,0.02111064,0.0001781225,0.00001380494,0.0009098777,0.0002212814,0.002099199,0.004706512,0.007452829,0.963063,0.00004751873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06577938,0.1042875,0.05015078,0.07782985,0.01716812,0.0004179448,0.01012014,0.002675276,0.671571],"genre_scores_gemma":[0.2228821,0.03307285,0.03269477,0.002770566,0.006729892,0.0003226169,0.003526862,0.000661134,0.6973392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9021686,"threshold_uncertainty_score":0.3272786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006224998926180507,"score_gpt":0.2194664988532048,"score_spread":0.2132414999270243,"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."}}