{"id":"W6910870566","doi":"10.5061/dryad.98sf7m0j9","title":"No water, no mating: Connecting dots from behaviour to pathways","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Science and Engineering Research Board; Ahmedabad University","keywords":"Reproductive success; Insect; Mating; Desiccation; Ectotherm; Reproductive physiology; Parus; Drosophila (subgenus)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007025499,0.001330753,0.001010893,0.001305948,0.0008028329,0.001723008,0.001596449,0.001729297,0.0261189],"category_scores_gemma":[0.006022354,0.0004046148,0.001767523,0.002581081,0.0004248773,0.001485304,0.001743819,0.001383281,0.01464483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008666125,"about_ca_system_score_gemma":0.00102029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109189,"about_ca_topic_score_gemma":0.04144612,"domain_scores_codex":[0.9993784,0.00013625,0.00005567377,0.0002639145,0.00006266857,0.0001030917],"domain_scores_gemma":[0.9984034,0.0008766719,0.0001932344,0.0002451339,0.0001758204,0.0001057181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001027456,0.0001396271,0.05544776,0.009998479,0.0008053535,0.000281287,0.0004348848,0.003092743,0.002084697,0.004993184,0.892795,0.02889961],"study_design_scores_gemma":[0.0005270136,0.00009822108,0.1007384,0.001752135,0.0004309023,0.0002769466,0.0005723009,0.002931361,0.001053665,0.0133852,0.8781021,0.000131835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003019953,0.001307162,0.0005970638,0.0005326776,0.0001040118,0.00001559059,0.9925754,0.0003115807,0.001536599],"genre_scores_gemma":[0.01367871,0.0008885383,0.002314234,0.0003920506,0.00003260989,0.000179805,0.9808617,0.0001414558,0.001510989],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0261189,"threshold_uncertainty_score":0.08737642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953399866639876,"score_gpt":0.3227054224351877,"score_spread":0.253171423768789,"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."}}