{"id":"W2054791205","doi":"10.13034/cysj-2014-025","title":"Identifying the gene(s) that allow tigriopus californicus to survive under thermal stress","year":2014,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Gene; Genetics; Evolutionary biology; Ecology","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":[0.0006143189,0.00007525079,0.0001175026,0.00007096679,0.0002967502,0.00005258471,0.0007885724,0.00004630217,0.00004419266],"category_scores_gemma":[0.00008650532,0.00003756038,0.00002759693,0.000563396,0.0009144781,0.0001409588,0.000520169,0.0001724458,0.00003357262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005377352,"about_ca_system_score_gemma":0.00001330451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001843186,"about_ca_topic_score_gemma":0.00002910284,"domain_scores_codex":[0.9988901,0.000022105,0.000162637,0.0001712923,0.000526432,0.0002274503],"domain_scores_gemma":[0.9995586,0.0000554893,0.0001150166,0.0001287928,0.00004608062,0.00009602393],"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":[0.000005677966,0.00007067354,0.07266814,8.436759e-7,0.000007628151,0.00000317175,0.0001475647,0.0002563713,0.9180471,0.0007546862,0.0001116534,0.007926498],"study_design_scores_gemma":[0.0002115743,0.0002891861,0.8663125,0.00001568236,0.00001705531,0.0000358133,0.001306619,0.0001156799,0.1213389,0.009050847,0.001175705,0.0001303881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934371,0.00004288761,0.0006092411,0.00541692,0.000094111,0.00006764232,0.000001191459,0.000009771429,0.0003211586],"genre_scores_gemma":[0.9989491,0.00002719067,0.0004358981,0.0005203946,0.00003181712,0.000002946388,9.854757e-8,0.00000194736,0.00003057396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7967082,"threshold_uncertainty_score":0.3369433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296496470725367,"score_gpt":0.2686383713433687,"score_spread":0.245673406636115,"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."}}