{"id":"W6902616212","doi":"10.7275/4054","title":"The Film Industry Cluster Development Recommendations For Western Massachusetts","year":2003,"lang":"en","type":"other","venue":"University of Massachusetts (UMass) Amherst","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miami; Cluster development; Government (linguistics); Cluster (spacecraft); Investment (military); Work (physics); Capital (architecture)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013551,0.001117293,0.001126455,0.0009791595,0.001283272,0.0001551732,0.002124996,0.002158902,0.005112918],"category_scores_gemma":[0.0001709151,0.001148291,0.0005142019,0.0007003974,0.0007831408,0.000293118,0.0003000797,0.001627006,0.002123434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209298,"about_ca_system_score_gemma":0.0008694015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595933,"about_ca_topic_score_gemma":0.009540703,"domain_scores_codex":[0.9949594,0.0006408555,0.00076912,0.001286145,0.000998778,0.001345703],"domain_scores_gemma":[0.9950243,0.0006781641,0.001791932,0.001703143,0.0003466551,0.0004558033],"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":[0.0001862425,0.0002647779,0.002619407,0.0001871759,0.001213788,0.00001738409,0.001066047,0.00003861054,0.00001534821,0.0002564758,0.9925432,0.001591546],"study_design_scores_gemma":[0.003440121,0.00009411755,0.0003917697,0.0005854762,0.0005009235,0.0000111194,0.004138833,0.00005987305,0.00004367105,0.00003549724,0.9894843,0.001214299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002772811,0.00083381,0.005715793,0.01251875,0.002323412,0.005398646,0.006277785,0.001336794,0.9653177],"genre_scores_gemma":[0.0006296557,0.0001115534,0.01446226,0.0003884695,0.0002238908,0.00002204657,0.00137484,0.001421062,0.9813662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01604849,"threshold_uncertainty_score":0.9991365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751363563639474,"score_gpt":0.2460018780567521,"score_spread":0.2184882424203573,"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."}}