{"id":"W2203928099","doi":"","title":"Contemporary hobby knitting: the preservation and reinvention of traditional craft","year":2007,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hobby; Craft; Aesthetics; Phenomenon; Visual arts; Sense of place; Engineering; Genealogy; History; Art; Sociology; Social science; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001340536,0.0003597617,0.0002256211,0.001175068,0.01072393,0.004796974,0.001356211,0.0009102361,0.004552834],"category_scores_gemma":[0.00165234,0.0002822732,0.0001320715,0.001375909,0.01702348,0.003081753,0.003267516,0.00132545,0.0003090927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007740935,"about_ca_system_score_gemma":0.004956452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1435697,"about_ca_topic_score_gemma":0.4488139,"domain_scores_codex":[0.9990227,0.0003467906,0.0000231833,0.0001346793,0.0001924053,0.0002801473],"domain_scores_gemma":[0.9991319,0.000218586,0.0001518096,0.0001832719,0.000144018,0.0001704546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006109834,0.00006345067,0.01123838,0.0001248869,0.000006920593,0.001245691,0.9078079,0.00007814672,0.002876455,0.02774679,0.002868907,0.04588146],"study_design_scores_gemma":[0.000003913918,0.00007178549,0.03720292,0.0002553774,0.00001368519,0.001101199,0.7825927,0.0001133664,0.000862069,0.001841565,0.1759194,0.00002216322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083027,0.001474593,0.001173939,0.001568954,0.00005086503,0.00001784691,0.00002275011,0.0000224655,0.08736579],"genre_scores_gemma":[0.9822931,0.0006639782,0.0007789522,0.0001665932,0.00001531183,0.000007246182,0.00002116176,0.00002442258,0.01602924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435697,"threshold_uncertainty_score":0.2854681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102655028092159,"score_gpt":0.2764129427303861,"score_spread":0.1661474399211702,"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."}}