{"id":"W2807738670","doi":"10.7202/1047150ar","title":"Suivi des espèces ciblées par les activités d’observation en mer dans le parc marin du Saguenay–Saint-Laurent de 1994 à 2017","year":2018,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library of Parliament","funders":"Parks Canada","keywords":"Humanities; Art; Geography; Forestry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008579755,0.0003645633,0.000320749,0.00009637596,0.001309416,0.0002440923,0.0008740283,0.0003560702,0.002891225],"category_scores_gemma":[0.0003686697,0.0003614318,0.0001394931,0.0004550727,0.002270059,0.0009875448,0.000544716,0.000603842,0.00009907324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607925,"about_ca_system_score_gemma":0.0003486963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509816,"about_ca_topic_score_gemma":0.9476488,"domain_scores_codex":[0.9962878,0.0005003646,0.0003490475,0.0006658419,0.0005224987,0.001674475],"domain_scores_gemma":[0.9983472,0.000196974,0.0001472762,0.0005629653,0.00006337427,0.0006822729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008143506,0.0001105735,0.8368462,0.00010714,0.00008380352,0.0001320434,0.004023387,0.00005364829,0.008118166,0.002974824,0.02132017,0.1261486],"study_design_scores_gemma":[0.0003538757,0.0001814811,0.5678235,0.00003796561,0.00002825961,0.00006618512,0.000934483,0.002353578,0.005291004,0.0007602796,0.4217702,0.0003991491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306292,0.0003862274,0.0000875654,0.01788991,0.0005416302,0.0003662425,0.0000863058,0.00004421819,0.04996871],"genre_scores_gemma":[0.9474328,0.0006573191,0.0009720422,0.0004932166,0.0005778129,0.00004647305,0.00008937603,0.00004508348,0.04968593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004501,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835104333500277,"score_gpt":0.252596422893977,"score_spread":0.2242453795589743,"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."}}