{"id":"W4394075521","doi":"10.6084/m9.figshare.3833310","title":"Introduction to Ecology: A Study on Hair Colour and Gender","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161127,0.0008170689,0.0007977061,0.001829741,0.0007480871,0.001136562,0.001548114,0.001243218,0.02778446],"category_scores_gemma":[0.006278753,0.0004316792,0.001199384,0.003787762,0.0004230203,0.0009441966,0.001380729,0.0009058119,0.01693034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005685,"about_ca_system_score_gemma":0.001454284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04378559,"about_ca_topic_score_gemma":0.08381035,"domain_scores_codex":[0.999106,0.0002076968,0.0001480635,0.000270612,0.0001556165,0.000112013],"domain_scores_gemma":[0.9965604,0.0009460331,0.0006776725,0.0007326395,0.0007764154,0.000306865],"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":[0.0006231447,0.0001684553,0.09874788,0.004658896,0.0002807415,0.0001458069,0.0005343332,0.000809807,0.0003904191,0.00107291,0.8747694,0.01779813],"study_design_scores_gemma":[0.0004401525,0.0001018292,0.3246669,0.001142988,0.0001592103,0.0002135504,0.0007992949,0.0005289305,0.0003750522,0.0008418796,0.6706532,0.00007707105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00570669,0.0004342567,0.0003000507,0.0001793374,0.00004726833,0.0001070288,0.991208,0.0001082562,0.00190914],"genre_scores_gemma":[0.01327103,0.0003409388,0.001319741,0.0001905383,0.00003873931,0.0009637002,0.9808337,0.00006984717,0.002971735],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04378559,"threshold_uncertainty_score":0.09294832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076772435625364,"score_gpt":0.2678067709363597,"score_spread":0.2270390465801061,"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."}}