{"id":"W2243729930","doi":"","title":"New Meets New Year Two: Integrating Technology into Inquiry-Based Teacher Education","year":2000,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics education; Pedagogy; Computer science; Sociology; Engineering ethics; Psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006732706,0.0003664399,0.0002951505,0.00109406,0.0007947642,0.0003568599,0.001358455,0.001040984,0.006062206],"category_scores_gemma":[0.0009099853,0.0004053778,0.0002836482,0.001567434,0.0006454756,0.001834269,0.00005955287,0.0008557588,0.0005760913],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085654,"about_ca_system_score_gemma":0.01004514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033824,"about_ca_topic_score_gemma":0.0005958444,"domain_scores_codex":[0.997529,0.00006439898,0.0008838047,0.0004882595,0.000538271,0.0004962927],"domain_scores_gemma":[0.9970747,0.00006676245,0.0005759156,0.0005615287,0.001499705,0.0002214133],"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":[0.0000179555,0.0002052871,0.003225572,0.000009697967,0.00004367119,1.805529e-8,0.01164339,0.000006958101,0.0001343823,0.4517706,0.07950855,0.4534339],"study_design_scores_gemma":[0.000891005,0.0000822267,0.0003184861,0.0001214603,0.00005425884,0.000004445023,0.1158313,0.0006377771,0.00107419,0.1154684,0.765056,0.0004603995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1378867,0.0005626563,0.1977742,0.4548448,0.008753794,0.003875187,0.00003421553,0.004453999,0.1918145],"genre_scores_gemma":[0.7571118,0.0001578771,0.201361,0.002517778,0.001009913,0.0008871077,0.0007562414,0.00004002488,0.03615832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6855474,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337752602854114,"score_gpt":0.3603072409084722,"score_spread":0.336929714879931,"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."}}