{"id":"W7061199821","doi":"","title":"Reconnaissance d'algues toxiques par vision artificielle et rÃ©seau de neurones","year":2004,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Circumstantial evidence; Nucleofection; Filter (signal processing)","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":[0.0004751737,0.0006075279,0.0004498119,0.0003968428,0.0005311833,0.001541276,0.0007704283,0.001430204,0.006020699],"category_scores_gemma":[0.0008901449,0.000269446,0.0007220216,0.0002849249,0.0008441319,0.001337366,0.001023953,0.0009859415,0.001549111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052329,"about_ca_system_score_gemma":0.0006028854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004411213,"about_ca_topic_score_gemma":0.007093167,"domain_scores_codex":[0.999661,0.0000344236,0.00001584667,0.0001224693,0.0001151641,0.00005117818],"domain_scores_gemma":[0.9995023,0.0001587387,0.00007128005,0.00007414618,0.0001583966,0.00003514808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001797384,0.00004226004,0.001541083,0.0003233991,0.00003014796,0.0003682503,0.0002798536,0.001397662,0.9068587,0.001697651,0.0008138727,0.08646735],"study_design_scores_gemma":[0.00003968579,0.001450558,0.04005124,0.0002069105,0.0001379865,0.001897502,0.001260004,0.01878747,0.8779107,0.007741008,0.05041948,0.00009747136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6838938,0.01566715,0.2482454,0.003212463,0.001600109,0.0002199862,0.0006881892,0.002235607,0.04423723],"genre_scores_gemma":[0.7931718,0.009606793,0.1328127,0.001927052,0.0001676183,0.0002813847,0.000511782,0.0002740515,0.0612468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006020699,"threshold_uncertainty_score":0.02014124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004667446077995196,"score_gpt":0.1774713230727717,"score_spread":0.1728038769947765,"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."}}