{"id":"W2922401367","doi":"10.1126/science.aax2196","title":"Crisis threatens science progress","year":2019,"lang":"en","type":"editorial","venue":"Science","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Society of Canada","funders":"","keywords":"Unrest; Political science; Opposition (politics); Politics; Latin Americans; Negotiation; Solidarity; Economic growth; Human rights; Development economics; Political economy; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":["sts"],"category_scores_codex":[0.0173949,0.0002806466,0.0004724455,0.0006814303,0.005425201,0.00199042,0.004486087,0.0006088502,0.0001499394],"category_scores_gemma":[0.01307166,0.000259153,0.0001087082,0.004665084,0.01746675,0.002115705,0.0004711274,0.0008291584,0.0004266205],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689477,"about_ca_system_score_gemma":0.0642205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628676,"about_ca_topic_score_gemma":0.0007978077,"domain_scores_codex":[0.9881101,0.0002122984,0.0004447663,0.001210078,0.007702861,0.002319893],"domain_scores_gemma":[0.9941272,0.0006386023,0.0003471019,0.0007555161,0.003120064,0.001011485],"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":[0.000004142829,0.00002760736,0.0001317285,0.00004755696,0.000002494305,0.000003055703,0.01744447,2.047356e-7,0.000005483945,0.02766646,0.9526857,0.001981122],"study_design_scores_gemma":[0.00009338489,0.00004872191,0.00009056219,0.00005196512,0.000007766144,1.089963e-7,0.01062354,0.000004825145,0.00001582124,0.002399495,0.9863228,0.0003410475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009358761,0.0004869813,0.000007040277,0.003873044,0.9039555,0.0005392713,0.00009299495,0.0002160051,0.08989326],"genre_scores_gemma":[0.02829006,0.000586228,0.0002693415,0.0004659917,0.9566375,0.00007377951,0.00001656063,0.00003160034,0.01362892],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07626434,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777927314273549,"score_gpt":0.4429161929576046,"score_spread":0.4051369198148692,"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."}}