{"id":"W4242810135","doi":"10.21432/t27s50","title":"View Entire Issue","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Treasury Board of Canada Secretariat; Athabasca University","funders":"","keywords":"Mathematics education; Computer science; Psychology; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006524604,0.000124873,0.0003023477,0.0006096488,0.000592935,0.00007122075,0.0002215642,0.0004064787,0.000859995],"category_scores_gemma":[0.000558505,0.0001301531,0.0000655316,0.0008457826,0.0006083848,0.0001664459,0.000008377032,0.001371118,0.00006758772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071312,"about_ca_system_score_gemma":0.001766091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009126315,"about_ca_topic_score_gemma":0.007302809,"domain_scores_codex":[0.9987262,0.0001929179,0.000306777,0.0001353154,0.0001214199,0.00051731],"domain_scores_gemma":[0.998908,0.00004854901,0.0002797117,0.0000665347,0.0002093732,0.0004878441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001664716,0.00001065425,0.01716549,0.00001195506,0.00002514254,0.0003795791,0.0009047384,0.00001272011,0.00002564058,0.02478728,0.002575603,0.9540995],"study_design_scores_gemma":[0.0001833569,0.0005872372,0.0001866657,0.000281754,0.00005085274,0.0003941541,0.01021098,0.00002093113,0.0000214623,0.004415758,0.9835178,0.0001290991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3566154,0.190567,0.00007200824,0.4302579,0.001755415,0.00007227667,0.000001969294,0.00004288996,0.02061512],"genre_scores_gemma":[0.9611724,0.005804025,0.001376991,0.0001348531,0.0008482444,1.991527e-7,6.726918e-7,0.00001065167,0.03065196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9809421,"threshold_uncertainty_score":0.9416342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008777040284769977,"score_gpt":0.2804018587432303,"score_spread":0.2716248184584603,"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."}}