{"id":"W1573441201","doi":"","title":"Enseigner la co-conception à distance. Retour sur cinq années d'expérience.","year":2012,"lang":"fr","type":"preprint","venue":"ORBi (University of Liège)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); Université de Montréal","funders":"Université de Liège; Fédération Wallonie-Bruxelles","keywords":"Studio; Humanities; Art; Visual arts","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001154991,0.0002490222,0.000429761,0.000169469,0.001338526,0.00003265195,0.0007810663,0.001103782,0.004082667],"category_scores_gemma":[0.00003762672,0.0003263173,0.0002353206,0.000417918,0.00277687,0.00118497,0.0002791791,0.0009915915,0.001113525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483237,"about_ca_system_score_gemma":0.0003077826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004002243,"about_ca_topic_score_gemma":0.0006778386,"domain_scores_codex":[0.9980151,0.0004325016,0.0002650764,0.00033577,0.0004552546,0.0004962806],"domain_scores_gemma":[0.9982852,0.0001721941,0.0007563935,0.0003700542,0.0002637061,0.0001524359],"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":[0.0001125151,0.0001681287,0.06424578,0.0002417949,0.0001349453,0.00003518797,0.3132589,0.0002365296,0.0001827421,0.5902437,0.007496112,0.02364364],"study_design_scores_gemma":[0.0008212299,0.00009877762,0.104961,0.0004819657,0.0001962058,0.00001229689,0.2266682,0.0004350993,0.0001927431,0.00442426,0.6608286,0.0008796083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039818,0.0003956255,0.01225105,0.003646383,0.0009667687,0.0003069415,0.00005809895,0.0002292605,0.178164],"genre_scores_gemma":[0.972017,0.0007344232,0.001367587,0.0000477687,0.0002052551,6.510171e-7,0.00006436754,0.0000110437,0.02555184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6533325,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941860488539186,"score_gpt":0.2425501074017298,"score_spread":0.2231315025163379,"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."}}