{"id":"W6898939202","doi":"10.58067/s64m-x346","title":"Flourish and Grow","year":2024,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Indigenous; Clothing; Government (linguistics); Promotion (chess); Revenue; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115269,0.0001481681,0.0001708648,0.0001056298,0.0004151084,0.0004199275,0.00008574522,0.00005680009,0.0004069285],"category_scores_gemma":[0.00001068517,0.0001322726,0.00007597455,0.0000411749,0.0002607749,0.0002391242,0.000036634,0.0001319314,0.0001373031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003587051,"about_ca_system_score_gemma":0.00009018936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009478009,"about_ca_topic_score_gemma":0.00006898716,"domain_scores_codex":[0.9991344,0.00003986293,0.0001982747,0.0002911521,0.0001505134,0.0001857914],"domain_scores_gemma":[0.9994815,0.0001430465,0.00002617421,0.0001945117,0.00006060669,0.00009417164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003058113,0.00005178921,0.0001330414,0.0002305754,0.00008821957,0.001127848,0.01331117,8.027546e-7,0.0009684853,0.6287935,0.3525888,0.002675155],"study_design_scores_gemma":[0.0001884671,0.00007193565,0.0001834524,0.00009512194,0.00005275897,0.000196291,0.001773469,0.0003711825,0.0002878964,0.001271577,0.9952914,0.0002165121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2551733,0.01746846,0.00005982661,0.0005809965,0.007602992,0.0003599197,0.00005670345,0.0007873321,0.7179104],"genre_scores_gemma":[0.8504243,0.00005009121,0.00002578634,0.0001176345,0.00167134,0.00002643032,0.000002778025,0.00002623453,0.1476554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6427026,"threshold_uncertainty_score":0.539392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689113922276463,"score_gpt":0.2053364477148428,"score_spread":0.1884453084920781,"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."}}