{"id":"W3212745808","doi":"10.35483/acsa.teach.2019.58","title":"Neonomads: Between Education and Practice","year":2019,"lang":"en","type":"article","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Architecture; Visual arts; Quarter (Canadian coin); Adventure; Wonder; Software deployment; History; Engineering; Geography; Media studies; Archaeology; Sociology; Art; Art history","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":[0.008784153,0.0003679891,0.0003893057,0.001016676,0.008248962,0.01268043,0.001346619,0.002703879,0.01450227],"category_scores_gemma":[0.01056502,0.0003043129,0.0002406472,0.0007902454,0.02589017,0.007669989,0.02357664,0.005259388,0.002495194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007174517,"about_ca_system_score_gemma":0.01021073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860772,"about_ca_topic_score_gemma":0.005397966,"domain_scores_codex":[0.9889662,0.008085835,0.0002759358,0.0007178818,0.0008547184,0.00109932],"domain_scores_gemma":[0.9946072,0.002025067,0.0003694488,0.0004091376,0.0004812016,0.002108047],"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":[0.00004729098,0.0001737491,0.004489324,0.000223561,0.000004786187,0.001524722,0.2852502,0.000128165,0.0003757871,0.5564291,0.02990527,0.1214482],"study_design_scores_gemma":[0.00001340403,0.00007009351,0.0009739955,0.0009321573,0.000002265241,0.00070786,0.1338487,0.0001240934,0.0002516154,0.07541829,0.7876447,0.00001290253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1088094,0.01520264,0.02452309,0.1178794,0.002499971,0.0001457817,0.00006340279,0.0003062266,0.7305702],"genre_scores_gemma":[0.8594133,0.006429109,0.0114568,0.01248771,0.0003316085,0.0002238013,0.00004831701,0.0001819197,0.1094274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01450227,"threshold_uncertainty_score":0.05205506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464902964639454,"score_gpt":0.2676637269406591,"score_spread":0.2430146972942646,"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."}}