{"id":"W1703837702","doi":"10.21432/t2f603","title":"Les représentations des enseignants quant à leurs profils de compétences relatives à l’ordinateur : vers une théorie des TIC en éducation","year":2005,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Psychology; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009361071,0.0001464502,0.000250902,0.0006097706,0.001518226,0.00007878245,0.0002035927,0.0002997168,0.000107224],"category_scores_gemma":[0.001780249,0.0001469993,0.00006040648,0.0009517514,0.00213347,0.0003694607,0.00001321669,0.001021504,0.00001398192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433474,"about_ca_system_score_gemma":0.003091091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01561428,"about_ca_topic_score_gemma":0.09357016,"domain_scores_codex":[0.9981681,0.0006062218,0.0003648039,0.0001841893,0.0001299729,0.0005467676],"domain_scores_gemma":[0.9986033,0.0003119902,0.000378742,0.00006771266,0.0002961213,0.0003421123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000618218,0.00003075862,0.290523,0.00003509109,0.0000813819,0.00009437856,0.06452836,0.0006858142,0.0002786512,0.0292863,0.0001354157,0.6143147],"study_design_scores_gemma":[0.0005370497,0.0008302859,0.01941552,0.0009322997,0.0002031319,0.000688998,0.648015,0.0004938392,0.0003213174,0.04328873,0.2849137,0.0003601351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397944,0.01134722,0.0003942525,0.04494755,0.0003108709,0.00006841827,0.000002397472,0.00002984079,0.003105054],"genre_scores_gemma":[0.9827548,0.001993287,0.009899718,0.00001195328,0.000247642,0.00000207977,0.000001622596,0.00001523251,0.005073723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6139545,"threshold_uncertainty_score":0.9997817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05896339072816158,"score_gpt":0.3530819712038966,"score_spread":0.294118580475735,"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."}}