{"id":"W7031370279","doi":"","title":"Ralph Keef","year":2012,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mill; Nova scotia; Certificate; Chief executive officer; Vice president; Pulp mill; West virginia","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":[0.0001687062,0.0002135504,0.0002048372,0.0004798707,0.0001666632,0.0001157059,0.001123379,0.00007199409,0.00003159413],"category_scores_gemma":[0.00001829498,0.0002299806,0.0001256038,0.0007287759,0.00008106073,0.001403048,0.000726407,0.0001533667,0.001112873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302561,"about_ca_system_score_gemma":0.0001020733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002109089,"about_ca_topic_score_gemma":0.000007983422,"domain_scores_codex":[0.9985555,0.00003136915,0.0002187883,0.000314894,0.0001542208,0.0007252058],"domain_scores_gemma":[0.9987289,0.00007636833,0.0001043711,0.000632067,0.00003580197,0.000422519],"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":[0.00004490305,0.000529826,0.08514177,0.00002943717,0.0001550952,0.0001338281,0.0005539204,0.0000410448,0.000241397,0.7708786,0.02144062,0.1208095],"study_design_scores_gemma":[0.0006226178,0.00004447148,0.009182354,0.00001692521,0.00001003855,0.00004785216,0.00008898405,0.0004682522,0.001991327,0.002440317,0.9845005,0.0005863998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08491701,0.0002290421,0.3924931,0.001288303,0.0006397795,0.0004042714,0.0001773771,0.001516798,0.5183343],"genre_scores_gemma":[0.9898859,0.00003124936,0.007498131,0.0002848199,0.00002880513,0.000001551182,0.00001754407,0.00001276586,0.002239231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9630598,"threshold_uncertainty_score":0.9996649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508711778350281,"score_gpt":0.1943201026969105,"score_spread":0.1792329849134077,"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."}}