{"id":"W7027906632","doi":"","title":"The development of interdisciplinary teaching approaches among pre-service science and mathematics teachers","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Curriculum; Process (computing); Relation (database); Curriculum development; Teaching method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001660968,0.0001692751,0.000215766,0.0007973037,0.003408978,0.002182337,0.0006342382,0.0005322422,0.001344295],"category_scores_gemma":[0.004241235,0.0002195549,0.0001815115,0.000354206,0.002026606,0.0007987242,0.002135344,0.001409111,0.0001661747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410853,"about_ca_system_score_gemma":0.007398278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0389669,"about_ca_topic_score_gemma":0.1252297,"domain_scores_codex":[0.9988066,0.000352445,0.00004241443,0.0001021891,0.0003160441,0.0003803363],"domain_scores_gemma":[0.9972894,0.0006054507,0.0005235843,0.00009911433,0.0005952088,0.0008872549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006045389,0.001111634,0.2053105,0.0001647395,0.000009427943,0.0008981929,0.7425164,0.00007093807,0.005813558,0.001381104,0.0006427055,0.04202032],"study_design_scores_gemma":[0.00001697682,0.000431095,0.3345766,0.0001378313,0.00001007907,0.000567809,0.6507999,0.0001957201,0.00100103,0.000404512,0.01183362,0.00002485095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998276,0.00006603822,0.00008483462,0.0001228582,0.000004045917,0.00001865508,0.000002828619,0.000002099887,0.001422606],"genre_scores_gemma":[0.9981641,0.0001088194,0.0002664562,0.00004806552,0.000001850042,0.00002148227,0.00000843115,0.000001488777,0.00137926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0389669,"threshold_uncertainty_score":0.07748014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08536104591291609,"score_gpt":0.3656721545729997,"score_spread":0.2803111086600836,"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."}}