{"id":"W206458594","doi":"","title":"PRESIDENT'S ANNUAL REPORT MESSAGE","year":2007,"lang":"en","type":"article","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thriving; Public relations; Community development; Work (physics); Investment (military); Service (business); Resource (disambiguation); Business; Capacity building; Political science; Economic growth; Sociology; Marketing; Engineering; Computer science; Politics; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189271,0.00007135551,0.0001629309,0.0001209737,0.0001110804,0.0000443304,0.0001561183,0.00006185531,0.001487271],"category_scores_gemma":[0.0001736905,0.00008286299,0.00006107914,0.0001560646,0.00002430997,0.0002371903,0.00007026859,0.0001002765,0.0005386395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076983,"about_ca_system_score_gemma":0.00001426509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007892505,"about_ca_topic_score_gemma":0.0003017711,"domain_scores_codex":[0.9992049,0.000004524174,0.0004104874,0.0001291313,0.00002679797,0.0002241866],"domain_scores_gemma":[0.9994866,0.00005245331,0.000129865,0.00023491,0.00002172242,0.00007450681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001634939,0.0001544141,0.6272888,0.000008818453,0.00007786424,0.0001976665,0.004574617,8.744065e-7,0.000008941256,0.3195476,0.04324326,0.004880865],"study_design_scores_gemma":[0.0002007094,0.00001960662,0.7482157,0.000002528126,0.000001445497,0.00001801216,0.0007013645,0.000005977161,0.00007335596,0.03014316,0.2204195,0.0001985926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3600326,0.0001780696,0.003167446,0.0003565461,0.000254789,0.00006990866,0.000009348747,0.0000620154,0.6358692],"genre_scores_gemma":[0.9482797,0.00003095007,0.0008439728,0.0001870327,0.00007311017,0.000001370892,0.00001147016,0.000009333326,0.05056311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.588247,"threshold_uncertainty_score":0.9994255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683203356385124,"score_gpt":0.2644385019824143,"score_spread":0.227606468418563,"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."}}