{"id":"W1560524119","doi":"10.21432/t2zc74","title":"Animating inquiry-based teaching in grade-school classrooms","year":2008,"lang":"en","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":"University of Calgary","funders":"","keywords":"Pedagogy; Professional development; Psychology; Mathematics education; 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":[0.001016705,0.00007980339,0.0001959704,0.001049259,0.0008414811,0.00003351095,0.0001679188,0.0002066387,0.00006503223],"category_scores_gemma":[0.00229631,0.00008134129,0.00003319968,0.0004595776,0.0003948997,0.000131495,0.000008881946,0.001609432,0.00000400924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420324,"about_ca_system_score_gemma":0.001990136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192196,"about_ca_topic_score_gemma":0.03718355,"domain_scores_codex":[0.9988791,0.0002330719,0.000268003,0.000110413,0.000124672,0.0003846845],"domain_scores_gemma":[0.9992779,0.0001064041,0.0002010382,0.00004957482,0.00006379791,0.0003012903],"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":[0.00000303716,0.00001080145,0.9465221,0.000005536565,0.000007763892,0.0004875278,0.003713039,0.0002087166,0.0001129442,0.003137099,0.0003024588,0.04548896],"study_design_scores_gemma":[0.0008332587,0.0003309185,0.005658119,0.00021492,0.00001263298,0.0003087233,0.07567219,0.0005294985,0.00003613172,0.0009305245,0.9152374,0.0002357019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872869,0.0007222639,0.0001869199,0.008724254,0.0001183578,0.00003864721,2.526799e-7,0.00003476828,0.002887643],"genre_scores_gemma":[0.9954668,0.00005073058,0.003924343,0.00003179516,0.0001824246,7.91114e-7,5.530502e-7,0.00001000107,0.0003326003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.940864,"threshold_uncertainty_score":0.9803854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206536902055968,"score_gpt":0.3012744551245856,"score_spread":0.2792090861040259,"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."}}