{"id":"W4293453111","doi":"10.7202/1091467ar","title":"Informing Educational Scholarship and Practice through Creative and Transdisciplinary Lenses of Learning","year":2022,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Scholarship; Sociology; Pedagogy; Engineering ethics; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02342064,0.0007474013,0.000496196,0.004489672,0.005659356,0.02518208,0.001440052,0.005425492,0.006082903],"category_scores_gemma":[0.02596246,0.0004767056,0.0005216547,0.002949218,0.05450077,0.02976911,0.01950841,0.006340081,0.001081623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004743718,"about_ca_system_score_gemma":0.009392359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820427,"about_ca_topic_score_gemma":0.004156692,"domain_scores_codex":[0.9775669,0.0177999,0.0006307797,0.0008141276,0.002569533,0.0006188383],"domain_scores_gemma":[0.9576968,0.03510712,0.001420526,0.003120938,0.001357127,0.001297424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000389275,0.00007680856,0.001301085,0.0006893625,0.00002300462,0.0003864942,0.1628641,0.0003454268,0.0006401955,0.7249502,0.009830712,0.09885369],"study_design_scores_gemma":[0.00002450259,0.0000594815,0.0009994817,0.001846507,0.00002299115,0.0005874506,0.1076828,0.0006257311,0.0009864317,0.6713029,0.2158236,0.00003817985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0780803,0.07975382,0.2090799,0.2436677,0.00556447,0.0003489663,0.0001973541,0.0007629353,0.3825446],"genre_scores_gemma":[0.8868555,0.01977296,0.06607209,0.005822896,0.001140944,0.0002835567,0.00009498078,0.0002496608,0.01970745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02518208,"threshold_uncertainty_score":0.1238617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07020724885271792,"score_gpt":0.4491180108923798,"score_spread":0.3789107620396619,"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."}}