{"id":"W4243024274","doi":"10.12968/sece.2005.12.532","title":"Tough Hutt","year":2005,"lang":"en","type":"article","venue":"SecEd","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Head (geology); Biology","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":[0.001901614,0.001061545,0.0007017062,0.001086273,0.007328659,0.004943105,0.001079325,0.004221974,0.1998224],"category_scores_gemma":[0.009557594,0.0008497431,0.0007558481,0.0004481751,0.001291662,0.00269182,0.004730345,0.009826199,0.08086035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009217,"about_ca_system_score_gemma":0.003972919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930987,"about_ca_topic_score_gemma":0.05751896,"domain_scores_codex":[0.9973918,0.0003558628,0.00007920475,0.0005806238,0.001057126,0.0005353349],"domain_scores_gemma":[0.9932318,0.0004084614,0.0001784228,0.0002277764,0.002520809,0.003432739],"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":[0.00002517258,0.00001545646,0.0002093925,0.00002019476,0.000003087819,0.0001010549,0.0001474938,0.000009680039,0.0001147391,0.0007425795,0.9845114,0.01409977],"study_design_scores_gemma":[0.00000299541,0.00001729158,0.0004383167,0.00004838036,0.000002007792,0.0001494353,0.0005233375,0.00001300516,0.0000586284,0.0002489387,0.9984887,0.000008925081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003387892,0.01572064,0.001384459,0.4617257,0.2311412,0.0001462891,0.0005416638,0.0009051022,0.2850471],"genre_scores_gemma":[0.006764737,0.002875673,0.000666836,0.07892118,0.007892123,0.00004893382,0.0001481496,0.0003447071,0.9023376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1998224,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885809571508507,"score_gpt":0.2855487459355169,"score_spread":0.2566906502204318,"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."}}