{"id":"W1882630053","doi":"10.5376/ijms.2012.02.0008","title":"Stock Assessment of the Common Octopus (&lt;i&gt;Octopus vulgaris&lt;/i&gt;) in Monastir; the Mid-eastern Coast of Tunisia","year":2012,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"octopus (software); Fishery; Biology; Zoology; Stock (firearms); Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001560842,0.0001250407,0.0002427078,0.0000666676,0.00009904634,0.00004144473,0.001839318,0.00004619111,0.000186381],"category_scores_gemma":[0.0002017757,0.00004093664,0.0001482494,0.0004399275,0.0006613524,0.0002777694,0.001133082,0.0002145759,0.000001411417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008991885,"about_ca_system_score_gemma":0.0001036841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686871,"about_ca_topic_score_gemma":0.001762873,"domain_scores_codex":[0.9979141,0.0001322077,0.0006261252,0.0001421215,0.0009181281,0.0002673656],"domain_scores_gemma":[0.9982725,0.0003128668,0.0007148457,0.000108194,0.0004969484,0.00009459795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005394642,0.0002813289,0.685912,0.000002415531,0.00002015789,0.000003703796,0.00007856591,0.00002791494,0.2331866,0.003174237,0.00009119794,0.07716797],"study_design_scores_gemma":[0.0002500053,0.0002365352,0.987339,0.00003629414,0.00001024927,0.00013466,0.00008186243,0.0001908993,0.003261849,0.0006761324,0.007706242,0.00007630714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937525,0.00007714287,0.00001936698,0.002162752,0.001257053,0.0001140805,0.00001722031,0.000002971139,0.002596948],"genre_scores_gemma":[0.9991006,0.00005690211,0.0002046899,0.0001221312,0.0002731451,0.000002461694,0.000003321608,0.0000010077,0.0002357236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301427,"threshold_uncertainty_score":0.341794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194363130119663,"score_gpt":0.2839634912629909,"score_spread":0.2645271782510246,"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."}}