{"id":"W2270868563","doi":"","title":"Giving Him Up","year":2012,"lang":"en","type":"article","venue":"Island writer","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005968855,0.0009115118,0.0005758511,0.0007942183,0.01750316,0.005987228,0.0007981095,0.002739871,0.2844073],"category_scores_gemma":[0.002611799,0.0003795419,0.0005096401,0.0004893981,0.001643884,0.003660278,0.004313093,0.009971234,0.1689018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715874,"about_ca_system_score_gemma":0.003100566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02503754,"about_ca_topic_score_gemma":0.1109364,"domain_scores_codex":[0.9992763,0.0001187019,0.00001518369,0.0000666362,0.0002205498,0.0003027457],"domain_scores_gemma":[0.9989015,0.00006934586,0.0000230227,0.0000768911,0.0003443062,0.0005850038],"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":[0.00001542492,0.00002701088,0.0002112593,0.00002091808,0.000002291209,0.0002216353,0.001691739,0.000006169366,0.0001374917,0.004012969,0.9797795,0.01387346],"study_design_scores_gemma":[0.000002504219,0.00000947696,0.0004000587,0.00004315513,0.00000310821,0.0001403983,0.004431832,0.000009033842,0.00008545264,0.0004945904,0.9943737,0.000006727725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00291796,0.001169572,0.0002894237,0.03030643,0.01581517,0.00007195983,0.0001663652,0.0002876294,0.9489754],"genre_scores_gemma":[0.002331378,0.0002139645,0.00006703988,0.003728034,0.0003579348,0.000009011601,0.00003038789,0.00008915022,0.9931732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2844073,"threshold_uncertainty_score":0.9514374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551266238950247,"score_gpt":0.2785043471629426,"score_spread":0.2529916847734401,"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."}}