{"id":"W4392817697","doi":"10.3983/twc.2024.2623","title":"Building the spear: A demonstration in faking and remaking real feelings for an imaginary work","year":2024,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Spear; The Imaginary; Feeling; Work (physics); Aesthetics; Art; Visual arts; Sociology; Psychoanalysis; Psychology; Engineering; Social psychology; History; Mechanical engineering; Archaeology","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":[0.001902324,0.0008969594,0.000323031,0.0004281321,0.001922858,0.002133779,0.001287354,0.002652294,0.009668523],"category_scores_gemma":[0.01044521,0.000289283,0.0005352206,0.0001416252,0.003264158,0.002661577,0.004010284,0.002774371,0.002150594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933762,"about_ca_system_score_gemma":0.0003127103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005636896,"about_ca_topic_score_gemma":0.0009485359,"domain_scores_codex":[0.9987583,0.0007263075,0.00004164094,0.0001364818,0.0002232912,0.0001139331],"domain_scores_gemma":[0.9951023,0.003370375,0.0002068237,0.0006100616,0.0001985958,0.0005117681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002247754,0.002186204,0.006769834,0.001398321,0.0002234766,0.02007943,0.35119,0.006135522,0.2816305,0.08340647,0.0674343,0.1772982],"study_design_scores_gemma":[0.0007740352,0.007293268,0.02776146,0.001195865,0.000179459,0.03259386,0.1895937,0.07402351,0.160264,0.05726196,0.4482531,0.0008057048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8455923,0.0004338769,0.07886064,0.004940697,0.001027854,0.0003716814,0.000333442,0.002193779,0.06624575],"genre_scores_gemma":[0.9068673,0.0002094556,0.05959602,0.0008813097,0.00007463201,0.0002769443,0.0001822192,0.0005168418,0.03139538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009668523,"threshold_uncertainty_score":0.03234446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339842956103578,"score_gpt":0.3948898023147136,"score_spread":0.3609055067043558,"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."}}