{"id":"W4253542569","doi":"10.5618/arch","title":"Architectoni.ca","year":2012,"lang":"en","type":"paratext","venue":"Architectoni ca","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002653314,0.001192845,0.001272464,0.0007238095,0.001923839,0.0002140461,0.0009308565,0.0002702902,0.109769],"category_scores_gemma":[0.00004614099,0.001009342,0.0007459779,0.0001054091,0.001650643,0.0001516441,0.0005845301,0.00178476,0.08496921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672498,"about_ca_system_score_gemma":0.0002306335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008812054,"about_ca_topic_score_gemma":0.003765559,"domain_scores_codex":[0.9956644,0.000252911,0.0007945981,0.0009832184,0.0007021888,0.001602735],"domain_scores_gemma":[0.9975888,0.0003499838,0.0004202199,0.001113514,0.0001395206,0.0003879835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007930283,0.0001608795,0.00001597775,0.0003680522,0.0004889178,0.00002326004,0.05609,0.00004532026,0.00004967224,0.005920392,0.9212548,0.01550343],"study_design_scores_gemma":[0.0003893733,0.0002103093,0.00004142717,0.0002333668,0.0001988646,0.00003664709,0.0004689147,0.000005945244,0.0000598187,0.0005435575,0.9965578,0.001254028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002644142,0.01590373,0.0000803958,0.0009187728,0.01023613,0.0006894482,0.001434712,0.0002320976,0.9678606],"genre_scores_gemma":[0.06674189,0.0004928273,0.0002888295,0.001851421,0.01335211,0.0002742709,0.001042879,0.0003080971,0.9156477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07530295,"threshold_uncertainty_score":0.9993755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730867715712973,"score_gpt":0.2327543679259793,"score_spread":0.2054456907688496,"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."}}