{"id":"W6990599030","doi":"","title":"The D.R.i.V.e. Inquiry Framework","year":2018,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Argument (complex analysis); Contextual inquiry; Science education; Teaching method","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":[0.03125367,0.000950663,0.001211088,0.006524684,0.005108749,0.01245146,0.003966316,0.005013654,0.004044526],"category_scores_gemma":[0.02948907,0.0007435622,0.001534211,0.005204117,0.02722375,0.007871127,0.007118742,0.004629035,0.001707623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132026,"about_ca_system_score_gemma":0.01854288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169657,"about_ca_topic_score_gemma":0.008242796,"domain_scores_codex":[0.9660133,0.02515827,0.001978735,0.002033834,0.003632086,0.00118378],"domain_scores_gemma":[0.9728151,0.01949319,0.001239269,0.0016392,0.00328308,0.001530215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005143439,0.00001696249,0.0002701527,0.0001024635,0.000003902524,0.00005163976,0.001541677,0.0005471992,0.00004871524,0.9835685,0.001905197,0.01193844],"study_design_scores_gemma":[0.00003598686,0.00006131784,0.0005031509,0.0006205919,0.00001083859,0.0003443595,0.003752262,0.003949186,0.0001315914,0.8559674,0.1346005,0.00002282382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003613859,0.003497299,0.5950854,0.01924438,0.0003486469,0.001197937,0.0003115441,0.000296941,0.376404],"genre_scores_gemma":[0.2800788,0.003749097,0.6854681,0.003188587,0.0001994969,0.005107187,0.000288371,0.0001457924,0.02177469],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03125367,"threshold_uncertainty_score":0.1652871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111693172333512,"score_gpt":0.3791140493827003,"score_spread":0.2674208770491883,"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."}}