{"id":"W7099048045","doi":"","title":"PRELIMINARY AND INCOMPLETE. COMMENTS WELCOME.","year":2007,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Test (biology); Child support; Child health; Affect (linguistics); Child development; Poverty; Exploit","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006837021,0.0008967697,0.001137193,0.002067574,0.00318636,0.003473673,0.003695022,0.005217594,0.4814761],"category_scores_gemma":[0.08374869,0.0004956968,0.001018627,0.002125646,0.001232993,0.003450343,0.003131622,0.006415962,0.2423495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499196,"about_ca_system_score_gemma":0.005069583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959229,"about_ca_topic_score_gemma":0.02031127,"domain_scores_codex":[0.995347,0.001097347,0.0004659141,0.0004362454,0.002224701,0.0004288014],"domain_scores_gemma":[0.9356114,0.01095848,0.001169983,0.002747352,0.04654309,0.00296976],"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":[0.00002198646,0.000005581178,0.00003789454,0.00008124141,0.000002073379,0.00004927005,0.00006580354,0.00001611721,0.00006382272,0.0006660007,0.9940665,0.004923722],"study_design_scores_gemma":[0.000008958458,0.000008262069,0.0004224797,0.0001314822,0.000002827218,0.00003301876,0.0002461352,0.00006017468,0.00005074795,0.0004635569,0.9985601,0.00001219807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00089928,0.00289496,0.002994954,0.3644387,0.4071471,0.001511863,0.01725238,0.002064491,0.2007962],"genre_scores_gemma":[0.01003317,0.002534305,0.002867133,0.09435084,0.04638683,0.002034071,0.007808205,0.0013194,0.832666],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5185239,"threshold_uncertainty_score":0.7396114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892313638099661,"score_gpt":0.2389266482358537,"score_spread":0.2200035118548571,"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."}}