{"id":"W2182492125","doi":"10.36510/learnland.v5i2.554","title":"Passion by Design: Meditations on an Innovative Model","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passion; Introspection; Creativity; Reflection (computer programming); Engineering ethics; Diversity (politics); Sociology; Psychology; Pedagogy; Computer science; Engineering; Social psychology; Cognitive psychology","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":[0.004976352,0.0007254018,0.000258916,0.0006234997,0.002565462,0.004962643,0.001208907,0.001605271,0.003025702],"category_scores_gemma":[0.005301329,0.0002666205,0.0005873638,0.0002749722,0.02537366,0.006136832,0.003196728,0.005066941,0.0005376773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915305,"about_ca_system_score_gemma":0.0008741907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559866,"about_ca_topic_score_gemma":0.0007381471,"domain_scores_codex":[0.9971733,0.002155983,0.00003325361,0.0002437832,0.0002579831,0.0001356188],"domain_scores_gemma":[0.9972658,0.001886476,0.000126663,0.0004314789,0.0001342857,0.0001553448],"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":[0.00005736787,0.00009653065,0.0003640348,0.00008690306,0.00001947797,0.0001322479,0.05231117,0.001033574,0.001056557,0.9212795,0.005024846,0.01853779],"study_design_scores_gemma":[0.00008474777,0.0002323738,0.0007168982,0.000336376,0.0000372028,0.0004640429,0.01448852,0.00565383,0.002059577,0.7737804,0.2021001,0.00004604951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1060954,0.004472952,0.2721355,0.04819247,0.00246129,0.0002377422,0.00004681476,0.0003818611,0.565976],"genre_scores_gemma":[0.8866608,0.002405044,0.07090376,0.004013166,0.0006865998,0.0002857244,0.00003525782,0.0001780577,0.03483154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004976352,"threshold_uncertainty_score":0.02631778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054037085392057,"score_gpt":0.3507252906433232,"score_spread":0.3101849197894026,"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."}}