{"id":"W2908499150","doi":"10.33137/incite.1.29501","title":"This Does Not Add Up","year":2018,"lang":"en","type":"article","venue":"in cite journal","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Active listening; Learned helplessness; Psychology; Isolation (microbiology); Test (biology); Cog; Cognitive psychology; Linguistics; Computer science; Communication; Social psychology; Artificial intelligence; Philosophy","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":[0.003523897,0.001055965,0.0008705478,0.001465797,0.006392556,0.0109957,0.001984457,0.005965269,0.2819539],"category_scores_gemma":[0.03090863,0.0004643177,0.0009517151,0.0007873035,0.003711154,0.009098797,0.006933321,0.01110557,0.2424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756629,"about_ca_system_score_gemma":0.003747253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938378,"about_ca_topic_score_gemma":0.009564569,"domain_scores_codex":[0.994758,0.0008258846,0.0002831834,0.0006556329,0.002658483,0.0008188833],"domain_scores_gemma":[0.9860141,0.00141305,0.0005936605,0.002261359,0.007020986,0.002696755],"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":[0.0000427276,0.00003675139,0.0003400568,0.0001400374,0.00001361065,0.0002197105,0.0009908705,0.00001824069,0.0003748609,0.02751192,0.9312289,0.03908229],"study_design_scores_gemma":[0.000003569628,0.00001308024,0.0001961706,0.0001024431,0.00000512513,0.0001622568,0.0006327408,0.00001446305,0.0001176528,0.002632567,0.9961088,0.00001105164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001956083,0.003503568,0.001732027,0.2561229,0.1904921,0.0001107645,0.0007794413,0.001394364,0.5439087],"genre_scores_gemma":[0.02025632,0.002403585,0.00153701,0.1141746,0.02005149,0.0001036953,0.0006380545,0.00129816,0.8395371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2819539,"threshold_uncertainty_score":0.9432298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695885131609582,"score_gpt":0.3992997991681663,"score_spread":0.3323409478520705,"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."}}