{"id":"W2981131787","doi":"10.29242/lac.2018.6","title":"Is There a (Data) Point? Are All These Measures Useful?","year":2019,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Point (geometry); Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2736014,0.00137836,0.003522061,0.01500009,0.006944286,0.01455492,0.006371777,0.004268891,0.01110485],"category_scores_gemma":[0.5915709,0.001414497,0.002136889,0.01477038,0.0283767,0.04652593,0.01463627,0.005663704,0.002650902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036689,"about_ca_system_score_gemma":0.01332674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529606,"about_ca_topic_score_gemma":0.003912693,"domain_scores_codex":[0.6422665,0.2555804,0.0414974,0.008294156,0.0494654,0.002896216],"domain_scores_gemma":[0.3433014,0.4614829,0.04552365,0.06340272,0.0811295,0.00515986],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003425261,0.0001708046,0.01511912,0.01184504,0.0003985022,0.0001523466,0.09189522,0.0004206251,0.0009268193,0.6365137,0.02060418,0.221611],"study_design_scores_gemma":[0.0001545859,0.0004027477,0.01218537,0.01844391,0.0003627994,0.0004772247,0.1559636,0.002536984,0.0025082,0.7067257,0.09989098,0.0003480082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.06631628,0.01199254,0.6814365,0.1118742,0.005601448,0.006942995,0.005752563,0.0008828258,0.1092007],"genre_scores_gemma":[0.5627895,0.003744891,0.3980851,0.007149823,0.000600945,0.02206079,0.001462396,0.0002409112,0.003865653],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7263986,"threshold_uncertainty_score":0.8957788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4190634333180048,"score_gpt":0.5108148455632625,"score_spread":0.09175141224525768,"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."}}