{"id":"W7045443102","doi":"","title":"Biofouling growth risk assessment on Atlantic Salmon (Salmo salar) farm nets: exploring links to environmental factors","year":2023,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroid (botany); Invertebrate; Mytilus; Hydrozoa; Cnidaria; Jellyfish; Biofouling; Mollusca; Fish <Actinopterygii>","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001268051,0.0002171773,0.0003226685,0.0005978941,0.003120049,0.0001602332,0.0004201909,0.0004375353,0.00009215731],"category_scores_gemma":[0.0004970221,0.0002700291,0.000114275,0.0005204596,0.0002557437,0.0001702588,0.00009859842,0.002234434,0.00006396373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000760437,"about_ca_system_score_gemma":0.0005148246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753767,"about_ca_topic_score_gemma":0.001517366,"domain_scores_codex":[0.9962828,0.001012248,0.0002054963,0.0005363572,0.001298762,0.0006642916],"domain_scores_gemma":[0.997802,0.0009706726,0.000244137,0.0002138054,0.0002117916,0.0005576132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003181173,0.0004129982,0.5581171,0.0003023343,0.0003212711,0.0001033537,0.4300675,0.0001445592,0.001924196,0.002743184,0.001800159,0.003745262],"study_design_scores_gemma":[0.000258542,0.0006891268,0.3357169,0.0003239291,0.00006007455,4.595605e-7,0.5765535,0.00004872481,0.0001294877,0.0001162531,0.08571385,0.0003891127],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826003,0.00005551869,0.000008581191,0.0002403495,0.001556136,0.0003387633,0.00001280715,0.0001066392,0.01508096],"genre_scores_gemma":[0.9673054,0.001291893,0.0001028419,0.000006005046,0.0005660365,0.000003242016,0.0002424234,0.00004062361,0.0304415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224002,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116281214902723,"score_gpt":0.3280441321988388,"score_spread":0.2768813200498116,"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."}}