{"id":"W1517391153","doi":"10.1002/aur.1423","title":"Autism Research Funding Allocation: Can Economics Tell Us If We Have Got It Right?","year":2014,"lang":"en","type":"review","venue":"Autism Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Health Solutions","keywords":"Autism; Psychology; Economics; Political science; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.1466553,0.001030221,0.006262028,0.005087435,0.002222514,0.001232763,0.003472727,0.00191456,0.003287562],"category_scores_gemma":[0.008016556,0.001246822,0.0009235971,0.001648596,0.001042902,0.0007232053,0.001227867,0.004914153,0.04023476],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009142563,"about_ca_system_score_gemma":0.004451241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007157227,"about_ca_topic_score_gemma":0.002334282,"domain_scores_codex":[0.9735064,0.007715908,0.0106812,0.003287547,0.0008973709,0.003911604],"domain_scores_gemma":[0.976653,0.01421577,0.00355447,0.003773224,0.0003747957,0.001428764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009726,0.0001883748,0.0001574027,0.02330436,0.0004944021,0.00002486312,0.001550458,0.00003554195,4.021327e-8,0.7455258,0.1735187,0.05519032],"study_design_scores_gemma":[0.0004727317,0.0001682675,0.0001074755,0.005665895,0.00003607774,0.0000500064,0.0003016497,0.001284261,2.804848e-7,0.05290117,0.9379597,0.001052434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009925241,0.8775316,0.0002410933,0.07269104,0.001773061,0.004693292,0.0009025207,0.0001271666,0.04194096],"genre_scores_gemma":[0.001334661,0.9560577,0.0007166067,0.00117703,0.001642114,0.001726611,0.0005692475,0.0003703247,0.03640572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7644411,"threshold_uncertainty_score":0.9998041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7740279710732286,"score_gpt":0.5908596097149688,"score_spread":0.1831683613582599,"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."}}