{"id":"W7007976170","doi":"","title":"Alternative Shelters","year":2020,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vernacular; Clothing; Square (algebra); Style (visual arts); Order (exchange); Quarter (Canadian coin); Social assistance; Pedestrian; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001775585,0.0003230773,0.0003945026,0.0005457299,0.002232523,0.0002803709,0.001165794,0.0002142718,0.0008320625],"category_scores_gemma":[0.0003876984,0.0004072452,0.000204134,0.003138599,0.001425471,0.004413569,0.0005179258,0.0004117681,0.0001619753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241773,"about_ca_system_score_gemma":0.001424069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622534,"about_ca_topic_score_gemma":0.0006506416,"domain_scores_codex":[0.9971451,0.000801888,0.0001669602,0.0006681225,0.00051119,0.0007067467],"domain_scores_gemma":[0.9980137,0.0003504151,0.0002092231,0.0002806675,0.0004545832,0.000691428],"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":[0.0007751622,0.0001164535,0.003205718,0.00003279165,0.0002327132,0.002361971,0.1145114,0.0002082777,0.00007832269,0.8694466,0.008279505,0.0007511164],"study_design_scores_gemma":[0.0009759709,0.0001198118,0.0001733862,0.00002172946,0.00008207472,6.198438e-7,0.1983733,0.0001487423,0.000167543,0.0007454971,0.798757,0.0004342963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1643349,0.0001339964,0.01257917,0.02604718,0.0005741804,0.001065291,0.0002966227,0.001534785,0.7934339],"genre_scores_gemma":[0.9573831,0.0006023686,0.002093619,0.001660215,0.000481054,2.487301e-7,0.00004107433,0.00004874647,0.03768959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8687011,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935959424191259,"score_gpt":0.2201487083804856,"score_spread":0.1907891141385731,"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."}}