{"id":"W4249369858","doi":"10.7202/010829ar","title":"Thèses / Dissertations","year":2003,"lang":"fr","type":"article","venue":"Études/Inuit/Studies","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004647646,0.0009561176,0.001550256,0.005989623,0.003537044,0.0172492,0.002358386,0.002247562,0.516196],"category_scores_gemma":[0.02968194,0.0005140959,0.001146333,0.006301638,0.001751454,0.004887339,0.005264684,0.003953105,0.362477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004283609,"about_ca_system_score_gemma":0.01011875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537245,"about_ca_topic_score_gemma":0.001699895,"domain_scores_codex":[0.9938963,0.00094673,0.0005576627,0.0007567648,0.003261871,0.0005805952],"domain_scores_gemma":[0.9851968,0.001855623,0.001014777,0.002244593,0.006551777,0.003136527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004255714,0.0000707027,0.0001836025,0.0009696155,0.00001115665,0.0001186287,0.0006324761,0.00008112655,0.0002150358,0.025733,0.8711832,0.1007589],"study_design_scores_gemma":[0.000006333807,0.00001051691,0.0001846832,0.0005323663,0.000002524506,0.00006026072,0.000325305,0.00001440642,0.00004932799,0.002961707,0.9958461,0.000006539702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001404322,0.02344992,0.001935961,0.0397084,0.07139893,0.000934412,0.01586292,0.001281951,0.8440233],"genre_scores_gemma":[0.01456111,0.03536747,0.002973623,0.01021663,0.02418139,0.001283753,0.01460718,0.001342231,0.8954666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.483804,"threshold_uncertainty_score":0.6900877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06142528057629223,"score_gpt":0.3597567700617097,"score_spread":0.2983314894854174,"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."}}