{"id":"W1429939683","doi":"","title":"PRE-SERVICE TEACHER PERCEPTIONS OF AND EXPERIENCES WITH THE IMPLEMENTATION OF INQUIRY BASED SCIENCE TEACHING","year":2011,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Perception; Pedagogy; Science education; Teacher education; Sociology; Mathematics education; Service (business); Psychology; Business","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002479225,0.00007811615,0.0001264787,0.0002089795,0.00150729,0.00002269436,0.0007027054,0.00005486336,0.001600714],"category_scores_gemma":[0.00008940681,0.00006767055,0.00003722442,0.0007406967,0.002830087,0.001050008,0.00009598179,0.0001708603,0.000003194558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005614676,"about_ca_system_score_gemma":0.0006437742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069007,"about_ca_topic_score_gemma":0.01087869,"domain_scores_codex":[0.9985023,0.0003329923,0.0001216191,0.0002366992,0.0005928267,0.0002136339],"domain_scores_gemma":[0.9990233,0.0001002971,0.0002517586,0.000230628,0.0002774547,0.0001166189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003299773,0.00004728261,0.3209917,0.000008194575,0.000004857412,1.559599e-7,0.6747978,0.000001365381,0.002139173,0.0007522317,0.00001902918,0.001205309],"study_design_scores_gemma":[0.000152481,0.00005402365,0.4560214,0.00001172521,0.00001444885,3.828669e-7,0.5428492,0.000009417939,0.0007104107,0.00002237532,0.0001057177,0.0000484089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954978,0.00001484269,0.0001490832,0.001084196,0.00007131261,0.000187644,0.000004088725,0.00001315693,0.002977909],"genre_scores_gemma":[0.9984505,0.000003127884,0.001224029,0.00007437534,0.00002241488,0.000001074724,0.000001394755,0.00000345015,0.0002196688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350297,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233724834143412,"score_gpt":0.3627836876546927,"score_spread":0.2804464393132586,"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."}}