{"id":"W6980241300","doi":"","title":"Biophysical Factors Impacting Sea Lice Settlement and Survival","year":2023,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lepeophtheirus; Biological dispersal; Obligate; Bay; Aquaculture; Current (fluid); Plankton","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004606706,0.0002469033,0.0002282503,0.0009589244,0.0003258,0.001364948,0.001810623,0.00005170279,0.000007845214],"category_scores_gemma":[0.0001910239,0.0002459885,0.00009437075,0.002737056,0.0001509366,0.01020158,0.003304067,0.0002776026,0.0001736306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150186,"about_ca_system_score_gemma":0.00007417437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000217815,"about_ca_topic_score_gemma":0.00005842078,"domain_scores_codex":[0.9977544,0.0001289747,0.0002003172,0.0006391475,0.0005491227,0.0007280531],"domain_scores_gemma":[0.9979674,0.0005939556,0.0001353058,0.0009228677,0.00005710635,0.0003233944],"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":[0.0001988793,0.0008375827,0.1369825,0.0002990178,0.001040005,0.002566642,0.0009360577,0.0004778852,0.005098231,0.7433611,0.01987705,0.08832505],"study_design_scores_gemma":[0.001460654,0.0003853965,0.04987708,0.00007764694,0.00006118489,0.00001536997,0.002469043,0.02001526,0.002441604,0.001425673,0.9204589,0.001312229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455282,0.0000315609,0.157305,0.007235516,0.0003495362,0.001066735,0.00369905,0.003798023,0.08098635],"genre_scores_gemma":[0.9962124,0.0003419103,0.0008247141,0.000047457,0.00002200441,0.000002043308,0.0002319097,0.00002329448,0.002294293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9005818,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374480801901764,"score_gpt":0.2876846377777617,"score_spread":0.2339398297587441,"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."}}