{"id":"W4256097653","doi":"10.21432/t2dk6v","title":"Silver Anniversary Retrospectives","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004268562,0.0001203757,0.0004198199,0.001126541,0.0002962504,0.0000821787,0.0001767801,0.0002327428,0.002249194],"category_scores_gemma":[0.0003158787,0.0001567979,0.00008247126,0.0003681577,0.0005651439,0.0002227379,0.00001815954,0.0005702634,0.000489878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020906,"about_ca_system_score_gemma":0.0001461993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003656688,"about_ca_topic_score_gemma":0.0003292317,"domain_scores_codex":[0.9989612,0.00001277215,0.00039177,0.0002260427,0.00001706688,0.0003911382],"domain_scores_gemma":[0.9991435,0.00002223649,0.0004335666,0.00009417359,0.00008843147,0.0002180596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001361934,0.00003386344,0.4902172,0.00001939599,0.0002776827,0.0004909765,0.002470378,0.00008690569,0.00001683821,0.3229657,0.1255359,0.05787149],"study_design_scores_gemma":[0.0004189428,0.0004182993,0.00908919,0.00007632995,0.00002111205,0.0002208443,0.005900653,0.000129247,0.00001026477,0.01756367,0.9659727,0.0001787487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3534979,0.3279617,0.0002043228,0.05451423,0.00954197,0.0001037338,0.0001229141,0.00003014814,0.2540231],"genre_scores_gemma":[0.7928796,0.003136816,0.0003884093,0.00006602577,0.0001339155,1.540453e-7,4.791663e-7,0.00000714658,0.2033874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8404368,"threshold_uncertainty_score":0.9986629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112549747606544,"score_gpt":0.1853134369602746,"score_spread":0.1741879394842091,"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."}}