{"id":"W3083441508","doi":"","title":"Cycles in Non-mining Business Investment | Bulletin – December Quarter 2014","year":2014,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Business; Political science; History; Law","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003208054,0.000260447,0.0003509723,0.0002550833,0.00005149448,0.00004208568,0.000188975,0.000129241,0.001580112],"category_scores_gemma":[0.00008405713,0.0002695741,0.00006366987,0.0002427553,0.00006125477,0.00008480705,0.00003318963,0.0001887083,0.001487161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003700015,"about_ca_system_score_gemma":0.00001692948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002810438,"about_ca_topic_score_gemma":0.00006831413,"domain_scores_codex":[0.9984885,0.00004783773,0.0006039239,0.0002819685,0.0002532229,0.0003245809],"domain_scores_gemma":[0.9992242,0.0001503012,0.0001080527,0.0002955732,0.0001097985,0.000112038],"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":[0.00003321252,0.0001308923,0.0005370158,0.0002411761,0.00003012491,0.000004736514,0.0007222985,0.0247384,0.003905436,0.0004295192,0.9691197,0.0001074612],"study_design_scores_gemma":[0.0007813938,0.00004426983,0.009898563,0.0001397812,0.00001412334,0.00001334254,0.0001732461,0.005667787,0.002308692,0.0001192355,0.9804665,0.000373092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2176196,0.001317296,0.02859252,0.5184228,0.003482551,0.001605675,0.00003903408,0.001743765,0.2271767],"genre_scores_gemma":[0.9966761,0.0001346815,0.001738992,0.0009959906,0.000152386,0.00005811672,0.00002468378,0.00005138172,0.0001675974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7790566,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009728347900583655,"score_gpt":0.2243326865173986,"score_spread":0.214604338616815,"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."}}