{"id":"W2522031329","doi":"10.6084/m9.figshare.3833094.v1","title":"Introduction to Ecology, A Study on Hair Colour and Gender.","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; 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":[0.001259243,0.0004096727,0.0002934962,0.001361383,0.002152135,0.001288122,0.0005062444,0.0007098239,0.01097554],"category_scores_gemma":[0.00178333,0.0002861611,0.0002872104,0.001289089,0.001512177,0.001429443,0.001140193,0.001099756,0.002041971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187229,"about_ca_system_score_gemma":0.00119551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816154,"about_ca_topic_score_gemma":0.01808708,"domain_scores_codex":[0.9993145,0.0002574719,0.00004538222,0.0001361954,0.0001627069,0.0000836961],"domain_scores_gemma":[0.9989921,0.0004634199,0.00006355892,0.00007167389,0.000205142,0.0002039616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001962212,0.003166633,0.2182561,0.002812754,0.00006430081,0.002375895,0.112354,0.0003458755,0.01889028,0.0292706,0.1520468,0.4602206],"study_design_scores_gemma":[0.00001862012,0.001018647,0.375497,0.0009921349,0.000029808,0.002685493,0.08880014,0.00008707151,0.002799573,0.006779465,0.5212445,0.00004750046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6226165,0.0538191,0.02941068,0.03189473,0.006120957,0.003137204,0.006195507,0.0003616508,0.2464436],"genre_scores_gemma":[0.7791891,0.03279297,0.03076529,0.01452131,0.001464595,0.0025887,0.00128412,0.0001419134,0.137252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097554,"threshold_uncertainty_score":0.03671682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141377029653681,"score_gpt":0.2543077950125256,"score_spread":0.2128940247159888,"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."}}