{"id":"W4238124198","doi":"10.1139/cjz-78-5-787","title":"Substrate selection by settling zebra mussels, &lt;i&gt;Dreissena polymorpha&lt;/i&gt;, relative to material, texture, orientation, and sunlight","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dreissena; Biology; Settling; Texture (cosmology); Selection (genetic algorithm); Sunlight; Zebra mussel; Substrate (aquarium); Orientation (vector space); Ecology; Bivalvia; Mollusca; Optics; Physics; Geometry; Artificial intelligence; Image (mathematics); Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098705,0.0002735568,0.000355583,0.0002780553,0.0005049558,0.0009467535,0.000312609,0.0003836413,0.001964884],"category_scores_gemma":[0.0005879082,0.0003310854,0.0002278601,0.0002146177,0.0003797685,0.0003013056,0.0005390507,0.000388786,0.0004595674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879769,"about_ca_system_score_gemma":0.0003244532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122355,"about_ca_topic_score_gemma":0.02503607,"domain_scores_codex":[0.9998114,0.00003055708,0.00001335615,0.00006763345,0.00002535872,0.00005176624],"domain_scores_gemma":[0.9995044,0.0001484297,0.0001025012,0.00003999087,0.00005952567,0.0001450887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004840311,0.0001410789,0.1411163,0.00008633364,0.00006513425,0.0003837129,0.0008437387,0.0006332619,0.8440004,0.00009212975,0.0003381411,0.007459461],"study_design_scores_gemma":[0.00009930191,0.001117804,0.9607194,0.00001063453,0.00004167175,0.0003207948,0.001604425,0.001522951,0.03394561,0.0001116595,0.0004735645,0.00003215745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997786,0.00002261701,0.00001519056,0.00000654863,0.000001721554,5.895959e-7,0.00002448026,0.000001174613,0.0001490895],"genre_scores_gemma":[0.9986897,0.00003974305,0.00009395062,0.0000316738,0.000002073695,0.000003724987,0.000151334,0.00000733326,0.0009805446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122355,"threshold_uncertainty_score":0.02231646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003069548029758232,"score_gpt":0.1678503315157096,"score_spread":0.1647807834859514,"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."}}