{"id":"W7025191470","doi":"","title":"Transforming Learning in Science Classrooms: A Blended Knowledge Community Approach","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Contextual inquiry; Class (philosophy); Process (computing); Collaborative learning; Product (mathematics); Science class; Inquiry-based learning; Science education; Knowledge integration","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":[0.008159308,0.0005583325,0.0005681647,0.002434495,0.003234453,0.008597764,0.003577674,0.002373623,0.005313271],"category_scores_gemma":[0.009608894,0.000490411,0.0009176002,0.001369385,0.003263563,0.00866026,0.01218748,0.001883535,0.001604739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982184,"about_ca_system_score_gemma":0.003478302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006698926,"about_ca_topic_score_gemma":0.001424651,"domain_scores_codex":[0.9939169,0.003639558,0.000171891,0.0008694447,0.0009826469,0.0004195415],"domain_scores_gemma":[0.9930471,0.003238652,0.0004015799,0.001205424,0.00067414,0.001433185],"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":[0.0005090903,0.01123988,0.01380672,0.0007635822,0.0001651452,0.0008646078,0.1023295,0.01249106,0.01466644,0.1110605,0.003015189,0.7290884],"study_design_scores_gemma":[0.001122443,0.005838973,0.01198891,0.00125595,0.0003612595,0.001956354,0.1317168,0.1754607,0.02477361,0.3971573,0.2480543,0.0003133231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4154139,0.0006872215,0.4987731,0.003297411,0.0001603222,0.001976429,0.00007931985,0.0009077399,0.07870471],"genre_scores_gemma":[0.7344581,0.0002728277,0.2555114,0.0002818393,0.00003448078,0.0008747419,0.00007885597,0.00008206201,0.008405751],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008597764,"threshold_uncertainty_score":0.04315108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318814207102624,"score_gpt":0.4639466414060228,"score_spread":0.3707584993349966,"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."}}