{"id":"W1585351727","doi":"","title":"The Lead IT project: Leading and learning for student success","year":2006,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Lead (geology); Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005887649,0.0007077183,0.0003369066,0.0008316277,0.005990083,0.009307102,0.001012684,0.002086823,0.01961114],"category_scores_gemma":[0.007687287,0.0003029901,0.0003271857,0.001068191,0.002255623,0.004761012,0.008931432,0.00414936,0.006983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306323,"about_ca_system_score_gemma":0.01691433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007417935,"about_ca_topic_score_gemma":0.02486649,"domain_scores_codex":[0.9964404,0.001384655,0.00007549696,0.0002540794,0.0009998924,0.000845438],"domain_scores_gemma":[0.9825372,0.001067324,0.0002303245,0.0008407383,0.001672128,0.01365233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006467216,0.002539817,0.01625512,0.0002011537,0.0000390866,0.0002044067,0.01252047,0.0005100458,0.001716841,0.04096355,0.5701491,0.3542536],"study_design_scores_gemma":[0.0008487781,0.002383327,0.01993656,0.0003294293,0.00008495127,0.0002963394,0.03186949,0.003040163,0.008843898,0.03687832,0.8953684,0.0001203462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3228152,0.00289177,0.04388176,0.1775951,0.009064796,0.002152143,0.005392007,0.007622343,0.428585],"genre_scores_gemma":[0.6195912,0.001467176,0.04432001,0.006672521,0.0006994611,0.001731714,0.004636519,0.002227775,0.3186536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01961114,"threshold_uncertainty_score":0.06560582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379475883019384,"score_gpt":0.3810125164874039,"score_spread":0.35721775765721,"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."}}