{"id":"W7027809723","doi":"","title":"Détection et identification moléculaires de populations cyanobactériennes productrices de microcystines au Québec","year":2011,"lang":"fr","type":"dissertation","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Trois-Rivières","keywords":"Identification (biology); Perspective (graphical); Context (archaeology); Identity (music); Focus (optics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009052298,0.0006124616,0.0005970022,0.0007336859,0.00478122,0.000329307,0.0008858066,0.0006455791,0.0007288329],"category_scores_gemma":[0.001089508,0.0006933335,0.0005779503,0.001750864,0.001108623,0.002116845,0.00008335311,0.0005681237,0.0003579355],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325667,"about_ca_system_score_gemma":0.01418137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874967,"about_ca_topic_score_gemma":0.9963371,"domain_scores_codex":[0.9958971,0.0007318074,0.0008486884,0.0009545307,0.0006074351,0.0009604157],"domain_scores_gemma":[0.9968814,0.0002161593,0.000920816,0.0005334239,0.0008182882,0.0006298988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001859654,0.0009672981,0.08096146,0.0002544016,0.000406773,0.00003775505,0.1574281,0.004283778,0.002477138,0.7497243,0.000582516,0.002690506],"study_design_scores_gemma":[0.001881229,0.0002670652,0.7566448,0.000465615,0.002871583,0.0001614498,0.1435845,0.02325493,0.003796068,0.009153306,0.05523141,0.002687921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943917,0.0005709084,0.06981526,0.0260255,0.001137886,0.0005670414,0.0001146912,0.0003260708,0.007050932],"genre_scores_gemma":[0.9603767,0.000177505,0.0008215648,0.0003154628,0.0008945961,0.00007176844,0.0008017889,0.00004709018,0.03649353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740571,"threshold_uncertainty_score":0.9995518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354049157647393,"score_gpt":0.2597680105780591,"score_spread":0.2362275190015852,"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."}}