{"id":"W44888307","doi":"10.4000/dms.532","title":"Panoramique MOOC","year":2014,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Art","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"],"consensus_categories":["sts"],"category_scores_codex":[0.002857251,0.0002030403,0.0002250179,0.00008324818,0.001302644,0.000151748,0.0003231255,0.0002275653,0.0005159036],"category_scores_gemma":[0.001969241,0.0002334484,0.0001393544,0.0006808749,0.003897689,0.0006302808,0.00002175974,0.000265799,0.0002855802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293814,"about_ca_system_score_gemma":0.0004659175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006639363,"about_ca_topic_score_gemma":0.002917334,"domain_scores_codex":[0.9968241,0.00165185,0.0003769326,0.000364969,0.0002884603,0.0004937267],"domain_scores_gemma":[0.9962577,0.002782649,0.0002303494,0.0002490467,0.0002989839,0.0001812649],"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":[0.000001398883,0.0001325135,0.01361063,0.00003648558,0.00003502691,1.695572e-7,0.05024994,0.0003865887,0.000005374784,0.9203098,0.002680951,0.01255106],"study_design_scores_gemma":[0.0001866151,0.0000469446,0.02372032,0.00009260517,0.00004932082,0.000001136811,0.07457419,0.0004102857,0.00000517834,0.1618239,0.738778,0.0003114857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2061879,0.01271327,0.03933749,0.08909088,0.01020305,0.0004964438,0.0002054491,0.0002668352,0.6414986],"genre_scores_gemma":[0.9613856,0.004667082,0.006908016,0.001396902,0.002635655,0.00008611649,0.0001447735,0.0000256171,0.02275024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7584859,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020323099387997,"score_gpt":0.4436066129846755,"score_spread":0.2415743030458757,"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."}}