{"id":"W1996910908","doi":"10.1023/b:rise.0000020899.42419.1c","title":"The Application of a Primary Science Delivery Evaluation Questionnaire","year":2004,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Science education; Primary (astronomy); Medical education; Psychology; Mathematics education; Medicine; Physics","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"],"consensus_categories":["sts"],"category_scores_codex":[0.02838659,0.00004755077,0.00005816654,0.0005010255,0.002577224,0.0001972591,0.001001758,0.00002746281,0.000008313605],"category_scores_gemma":[0.002273759,0.00003785089,0.00001677273,0.003872964,0.006217614,0.0009416126,0.00009958139,0.0001461302,0.00001984053],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813823,"about_ca_system_score_gemma":0.03002965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541037,"about_ca_topic_score_gemma":0.001291823,"domain_scores_codex":[0.9946862,0.0002146463,0.0002203308,0.0003133664,0.004142717,0.0004226975],"domain_scores_gemma":[0.9980344,0.0002121112,0.00008769622,0.0003174494,0.001224783,0.0001236034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007502869,0.000505664,0.08704817,0.000008837917,0.00000119632,4.477623e-8,0.01548678,0.0003964925,0.006683821,0.5922353,0.00004871146,0.2975775],"study_design_scores_gemma":[0.0001492819,0.00002778083,0.9080979,0.00006587343,0.000002312231,3.948799e-7,0.02075838,0.000194964,0.0005937283,0.06594893,0.004084219,0.00007621667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653119,0.00045875,0.00009760664,0.01021187,0.000501515,0.0008469677,3.389122e-7,0.000008087852,0.02256299],"genre_scores_gemma":[0.9987672,0.0003222539,0.0003818885,0.00004322291,0.0001122996,0.0001892098,0.000001434312,0.000002550713,0.0001799219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8210497,"threshold_uncertainty_score":0.9987213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148171896827997,"score_gpt":0.5243886801153992,"score_spread":0.4095714904325995,"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."}}