{"id":"W2470805963","doi":"10.1177/1478929916630923e","title":"Book Review: Amales Tripathi, <i>Indian National Congress and the Struggle for Freedom 1885–1947</i>","year":2016,"lang":"en","type":"article","venue":"Political Studies Review","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Political science; Public administration; Humanities; Philosophy","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001244254,0.0001848551,0.0007888057,0.00001032139,0.001434133,0.00002562919,0.0002461178,0.00005703838,0.001153046],"category_scores_gemma":[0.007516631,0.00007597579,0.0002313781,0.0001176477,0.005712097,0.0001190093,0.0001721058,0.00008220931,0.00005582549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332267,"about_ca_system_score_gemma":0.00006660201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437355,"about_ca_topic_score_gemma":0.0002325842,"domain_scores_codex":[0.9977529,0.0004131945,0.0004645557,0.0002990896,0.0004472337,0.0006229922],"domain_scores_gemma":[0.9960269,0.003047537,0.0001295395,0.0001306821,0.0004738459,0.0001915315],"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":[0.000006665223,0.00001371463,0.0000232125,0.0008882436,0.00006413062,7.525507e-7,0.0001040679,8.156279e-10,4.90184e-8,0.427077,0.5646589,0.007163224],"study_design_scores_gemma":[0.0005526255,0.00005422461,0.00005961655,0.00362663,0.0001231981,0.00000166041,0.0006381662,1.802322e-7,0.000001144197,0.01304761,0.9817503,0.0001446274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004482642,0.7278041,0.00001949505,0.2479432,0.0002442446,0.001100817,0.00005919195,0.00002533959,0.02279913],"genre_scores_gemma":[0.002252077,0.8951913,0.00003985656,0.09815798,0.0005249513,0.0004082084,0.000001656638,0.000007025989,0.00341699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4170914,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07151970087093082,"score_gpt":0.3998940873955943,"score_spread":0.3283743865246636,"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."}}