{"id":"W2022518867","doi":"10.1063/1.1712504","title":"Montreal Hosts the APS March Meeting","year":2004,"lang":"en","type":"article","venue":"Physics Today","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003638148,0.0001072,0.0002028519,0.00003183424,0.0002590822,0.00008907896,0.0002627197,0.00002658208,0.0003465468],"category_scores_gemma":[0.00003135708,0.00009427682,0.000106624,0.0001432068,0.0001083529,0.0001544448,0.0001315788,0.00009367566,0.01100658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008008238,"about_ca_system_score_gemma":0.00001179801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000959576,"about_ca_topic_score_gemma":0.00003676651,"domain_scores_codex":[0.9991333,0.000005032492,0.0002437038,0.0003109722,0.00002917607,0.0002777512],"domain_scores_gemma":[0.9994721,0.00003913261,0.0001375123,0.0002948609,0.0000162304,0.00004014939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001009116,0.0001267249,0.005636745,0.00001399956,0.0001451127,0.000003423723,0.004260285,0.0034292,0.00001767684,0.92622,0.05653335,0.003603366],"study_design_scores_gemma":[0.001422167,0.00004455764,0.01835865,0.00003116714,0.00001851746,0.000002278225,0.001354213,0.00124952,0.0003686574,0.6557953,0.3207438,0.0006111864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04114512,0.0007764961,0.0005624804,0.001713647,0.001703406,0.0001716981,0.0001803766,0.00004671219,0.9537001],"genre_scores_gemma":[0.9765669,0.0001218418,0.0001958813,0.000305857,0.00035103,0.00001906802,0.000006378935,0.00001480229,0.0224182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9354218,"threshold_uncertainty_score":0.9897634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299696285356798,"score_gpt":0.2053124985980449,"score_spread":0.1723155357444769,"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."}}