{"id":"W1550576825","doi":"10.22621/cfn.v118i3.8","title":"Description of Age-0 Round Goby, &lt;em&gt;Neogobius melanostomus&lt;/em&gt; Pallas (Gobiidae), and Ecotone Utilisation in St. Clair Lowland Waters, Ontario","year":2004,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Neogobius; Round goby; Dorsal fin; Dorsum; Meristics; Goby; Ecotone; Fish fin; Fishery; Biology; Anatomy; Fish <Actinopterygii>; Ecology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008022169,0.0004684645,0.0001823937,0.002094935,0.000768858,0.0003050338,0.0004523644,0.0002223445,0.006825335],"category_scores_gemma":[0.0002089458,0.000279408,0.0001580349,0.001230134,0.0005007235,0.0002942319,0.0003089224,0.000225617,0.002199489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562749,"about_ca_system_score_gemma":0.001444816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5142521,"about_ca_topic_score_gemma":0.8693915,"domain_scores_codex":[0.9999088,0.000003137738,0.000009455263,0.00001983692,0.00003539698,0.00002335483],"domain_scores_gemma":[0.9998065,0.000006946115,0.00007017323,0.000009951787,0.00005331314,0.00005320616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002981608,0.00007372753,0.823015,0.0006332601,0.00007040599,0.002122311,0.005078517,0.0003171119,0.03140028,0.0007525258,0.013847,0.1223916],"study_design_scores_gemma":[0.000003009882,0.00006443493,0.9672315,0.00003860163,0.00001436884,0.0009991024,0.0006016648,0.00005756054,0.0003339818,0.00003212626,0.03061622,0.000007599748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204205,0.003260787,0.0008505583,0.0002440389,0.00004953972,0.0003715766,0.01472847,0.0001449309,0.05992952],"genre_scores_gemma":[0.9368797,0.002852264,0.005600849,0.0002570723,0.00002622285,0.0002137125,0.01225557,0.000048332,0.04186621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5142521,"threshold_uncertainty_score":0.9772172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277422971622266,"score_gpt":0.1969811463186036,"score_spread":0.1842069166023809,"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."}}