{"id":"W6998696310","doi":"","title":"Analyse d’une démarche de\\n résolution de problèmes environnementaux en République de Guinée","year":2016,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Class (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001466307,0.0001928777,0.0002044258,0.0002679868,0.001498382,0.00002675996,0.0005022626,0.0006486545,0.001127245],"category_scores_gemma":[0.0002693977,0.000196842,0.0001571654,0.0006200179,0.0005739919,0.0007849151,0.0002126407,0.0004002227,0.0005132251],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02049395,"about_ca_system_score_gemma":0.0004869673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02225142,"about_ca_topic_score_gemma":0.06649795,"domain_scores_codex":[0.9978068,0.0005927724,0.0002191244,0.0002469458,0.0002408109,0.0008935476],"domain_scores_gemma":[0.9989578,0.0002207739,0.0002595875,0.0002484206,0.00007243648,0.0002409922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001379588,0.0001524236,0.02349226,0.00005951001,0.0003243096,0.0004089801,0.03684966,0.0008212316,0.003682837,0.5128113,0.0714905,0.349769],"study_design_scores_gemma":[0.0008305004,0.0001118757,0.008085697,0.00009419509,0.0001575502,0.0001109684,0.01879006,0.002074092,0.0008332878,0.0112887,0.9573092,0.0003138823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5076949,0.006413145,0.05459528,0.4169164,0.0001861697,0.0003190672,0.00002720655,0.0003024741,0.01354531],"genre_scores_gemma":[0.8989718,0.009250394,0.004786869,0.0007117634,0.0001955673,0.00001312102,0.00001576036,0.00001987992,0.08603483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8858187,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006212613382195932,"score_gpt":0.1935740582364176,"score_spread":0.1873614448542217,"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."}}