{"id":"W7067433017","doi":"","title":"The Lobster Bulletin, Spring 2007","year":2007,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"American lobster; Spring (device); Homarus; Hatchery; Fisheries Research; New england","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":[0.0007442801,0.0001974699,0.0002711027,0.0003804952,0.0005358791,0.0001837436,0.0006282172,0.00007128855,0.0008522573],"category_scores_gemma":[0.00007192983,0.0001980057,0.0002007586,0.000421673,0.0003501489,0.000191934,0.0003883344,0.0001750768,0.02096296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257004,"about_ca_system_score_gemma":0.0000136032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778165,"about_ca_topic_score_gemma":0.00008815362,"domain_scores_codex":[0.9983796,0.000006991884,0.0004473834,0.0004429229,0.00005270627,0.0006704081],"domain_scores_gemma":[0.9988511,0.0001778989,0.0002594167,0.0005180576,0.00003607127,0.0001574542],"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":[0.000163818,0.0001667163,0.03978733,0.00001753652,0.0003379585,0.0001517253,0.0002093842,0.00008594049,0.000008192317,0.6158189,0.3317397,0.01151282],"study_design_scores_gemma":[0.0003489142,0.00001781747,0.00221197,0.00000785034,0.000006107989,0.000003284331,0.0005642295,0.00004426525,0.00003502829,0.001378409,0.9951243,0.0002578728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01163804,0.0006522989,0.004792436,0.0006231233,0.001065218,0.0002037169,0.0008124833,0.000175292,0.9800374],"genre_scores_gemma":[0.6793327,0.0005323918,0.0003473114,0.0002918512,0.00009181136,0.000001584003,0.00001344741,0.00003739633,0.3193515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6676947,"threshold_uncertainty_score":0.9797993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142077320240162,"score_gpt":0.1862372797018603,"score_spread":0.1648165064994587,"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."}}