{"id":"W7048686377","doi":"","title":"Make private investment the priority","year":2012,"lang":"en","type":"other","venue":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Duration (music); Private sector; Economic forecasting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002952724,0.0009304543,0.0007181061,0.0008363751,0.0007934227,0.000206166,0.001639359,0.0004235055,0.1248041],"category_scores_gemma":[0.000008313027,0.000909824,0.0005851811,0.0007632319,0.001241433,0.0002392576,0.001172811,0.001139822,0.001068835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817538,"about_ca_system_score_gemma":0.000908059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275233,"about_ca_topic_score_gemma":0.000001681641,"domain_scores_codex":[0.9955637,0.0003329176,0.0004719929,0.001076688,0.001396901,0.001157801],"domain_scores_gemma":[0.9970138,0.0001344873,0.0006117851,0.001402644,0.0002141617,0.0006231313],"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":[0.0003799009,0.001462192,0.008119933,0.000427003,0.00301112,0.002144282,0.0007760033,0.1569123,0.001952288,0.4390705,0.37043,0.01531448],"study_design_scores_gemma":[0.001345686,0.0001008785,0.0001265214,0.0002481418,0.0005042669,0.00006944645,0.001309599,0.08409537,0.0001304057,0.0001646238,0.9109594,0.0009456858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2032383,0.0003324842,0.0006859705,0.0009205484,0.00105258,0.001345102,0.0003452032,0.0002463359,0.7918335],"genre_scores_gemma":[0.2461081,0.00005151775,0.0008784211,0.0002895523,0.002009539,0.00003928296,0.0006801621,0.0002400425,0.7497033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5405294,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009829709117359479,"score_gpt":0.2114394339140482,"score_spread":0.2016097247966887,"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."}}