{"id":"W2995994734","doi":"10.1111/ssm.12375","title":"Representing scientific activity: Affordances and constraints of central design and enactment features of a model‐based inquiry unit","year":2019,"lang":"en","type":"article","venue":"School Science and Mathematics","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Affordance; Phenomenon; Framing (construction); Salient; Mathematics education; Unit (ring theory); Context (archaeology); Qualitative research; Psychology; Pedagogy; Epistemology; Computer science; Sociology; Cognitive psychology; Engineering; Social science","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":[0.03014841,0.0007878784,0.0007994575,0.001777286,0.003022566,0.0110663,0.002411749,0.001773143,0.004703053],"category_scores_gemma":[0.07240213,0.00115879,0.001185828,0.001426187,0.01367412,0.01049204,0.01004497,0.00213184,0.0004476217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964753,"about_ca_system_score_gemma":0.00320313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670888,"about_ca_topic_score_gemma":0.001799079,"domain_scores_codex":[0.9535199,0.0369716,0.002113197,0.002427186,0.003691013,0.001276975],"domain_scores_gemma":[0.9287801,0.04679413,0.004631646,0.01472257,0.002791714,0.002279974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005121544,0.0004655758,0.02292658,0.001690548,0.0001065186,0.0009542201,0.4531329,0.008563207,0.03097993,0.3673258,0.001251448,0.1120912],"study_design_scores_gemma":[0.0003037239,0.002155492,0.02718291,0.00287042,0.0004800089,0.002711031,0.2754023,0.07394473,0.03238268,0.3829838,0.1990596,0.0005233507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4379903,0.0004404691,0.5158279,0.002316104,0.00008125076,0.0006854674,0.000131078,0.0008472735,0.04168023],"genre_scores_gemma":[0.8920857,0.0001033493,0.1059988,0.00006062031,0.000006107214,0.0005442076,0.00004494132,0.0001076919,0.001048665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03014841,"threshold_uncertainty_score":0.1594419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366690273995068,"score_gpt":0.4033986126644428,"score_spread":0.266729585264936,"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."}}