{"id":"W2072346311","doi":"10.3390/soc1010001","title":"Societies: An Open Access Journal of Social Sciences and Humanities","year":2011,"lang":"en","type":"article","venue":"Societies","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Thriving; Multidisciplinary approach; Humanity; Variety (cybernetics); Digital humanities; Discipline; Value (mathematics); Sociology; Political science; Engineering ethics; Social science; Humanities; Library science; Engineering; Computer science; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.005937047,0.0006823926,0.0009754006,0.005523819,0.003447011,0.02497349,0.001010887,0.003438535,0.04384031],"category_scores_gemma":[0.0188655,0.000480468,0.0003412965,0.009977148,0.01028075,0.01023325,0.007319493,0.003925258,0.01003422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267025,"about_ca_system_score_gemma":0.01103548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267442,"about_ca_topic_score_gemma":0.001932516,"domain_scores_codex":[0.9953348,0.00167015,0.0005712497,0.0004109197,0.001748908,0.0002640186],"domain_scores_gemma":[0.9784224,0.01068849,0.002079355,0.003519368,0.002942742,0.002347599],"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":[0.00003307192,0.00007071644,0.002479809,0.001038431,0.00005761243,0.0003994666,0.003393251,0.0003122144,0.0005566459,0.3860912,0.4227032,0.1828643],"study_design_scores_gemma":[0.000003695274,0.000008465104,0.0009678329,0.0003662414,0.000007892752,0.0001831757,0.001369139,0.0001009077,0.00007117094,0.03992946,0.9569823,0.000009798046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009201039,0.1333685,0.0169628,0.1839105,0.04541405,0.0001659347,0.002960123,0.001174261,0.6068428],"genre_scores_gemma":[0.3656545,0.2482618,0.02743258,0.02752276,0.05814932,0.00048491,0.003916686,0.00213088,0.2664466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04384031,"threshold_uncertainty_score":0.1466605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5930759970720648,"score_gpt":0.5038264541346739,"score_spread":0.08924954293739096,"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."}}