{"id":"W4311521830","doi":"10.18432/ari29672","title":"(In)Habitings","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Aesthetics; Weaving; Beauty; Art; Narrative; Subject (documents); Space (punctuation); Literature; Philosophy; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003145541,0.0001174342,0.000148756,0.000755132,0.002375753,0.0003304003,0.0008236553,0.00001696393,0.1016262],"category_scores_gemma":[0.00007547256,0.0001065919,0.000125684,0.0001564608,0.000524096,0.0005816995,0.0003637724,0.001690488,0.0005494004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052947,"about_ca_system_score_gemma":0.0002096937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003584747,"about_ca_topic_score_gemma":0.0001813379,"domain_scores_codex":[0.996302,0.0005058513,0.0003866707,0.0002549196,0.001931567,0.0006189634],"domain_scores_gemma":[0.9989179,0.0003353702,0.00005676445,0.0001185461,0.0003881715,0.0001832664],"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":[0.0005378829,0.0008453187,0.001028394,0.0000121401,0.00009621881,0.001476128,0.1150172,0.0002537828,0.0002808492,0.6998928,0.1786546,0.00190477],"study_design_scores_gemma":[0.0009783092,0.0005467761,0.0007472938,0.00002639211,0.000003552024,0.0004739462,0.1321495,0.001325702,0.00002616796,0.06859509,0.7949586,0.0001687083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1907097,0.0001707227,0.0001805898,0.03947812,0.0006893508,0.0002367685,0.00008687124,0.00002494531,0.768423],"genre_scores_gemma":[0.9114556,0.00004697706,0.00006181027,0.0001834408,0.001141813,0.0001071965,0.00001907878,0.00002107549,0.08696296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.720746,"threshold_uncertainty_score":0.998923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243273835493575,"score_gpt":0.4001915050631792,"score_spread":0.2758641215138217,"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."}}