{"id":"W857057317","doi":"","title":"'Let Yourself Shine Through': Looking At and Through Students’ Invention of Ethos","year":2010,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ethos; Aesthetics; Mathematics education; Pedagogy; Psychology; Epistemology; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009438442,0.0004163194,0.0003027297,0.0008949682,0.009369764,0.01280334,0.001132533,0.004010379,0.004981298],"category_scores_gemma":[0.01857782,0.000382987,0.0004196085,0.0005059417,0.03670892,0.01273757,0.005537394,0.01117575,0.0009232787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625698,"about_ca_system_score_gemma":0.004512159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002712595,"about_ca_topic_score_gemma":0.004026947,"domain_scores_codex":[0.9925122,0.005909955,0.00007769504,0.0004717625,0.0005345764,0.0004937809],"domain_scores_gemma":[0.9914725,0.005183277,0.0005163803,0.0007326037,0.0008758457,0.001219359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000035588,0.00007089274,0.001998577,0.00006877788,0.00001042013,0.0002916178,0.4927091,0.00009313708,0.0008834957,0.4638616,0.01751238,0.02246452],"study_design_scores_gemma":[0.00003511196,0.00009404086,0.001725474,0.000408013,0.00002955517,0.0007535554,0.3209125,0.0004686381,0.002181399,0.2724876,0.4008375,0.00006652082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3369731,0.004323335,0.04921607,0.1874863,0.002494235,0.00009326931,0.00004138974,0.0002862084,0.419086],"genre_scores_gemma":[0.9616701,0.0005921762,0.006931611,0.005662012,0.0000855504,0.00004088804,0.000007664706,0.0001129499,0.024897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01280334,"threshold_uncertainty_score":0.04991585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214051776644231,"score_gpt":0.32879882627333,"score_spread":0.2966583085068877,"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."}}