{"id":"W7054510635","doi":"","title":"Activism and Strategies for Transformation","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knight; Pace; Economic Justice; Human rights; Social justice; Transformation (genetics); Social movement","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":[0.00009407581,0.0001938085,0.0002017869,0.00008242708,0.00003322502,0.00004696148,0.00009434276,0.0002516457,0.02635121],"category_scores_gemma":[0.000005606158,0.0001976047,0.000059463,0.000005628027,0.00004684217,3.588712e-7,0.000006823447,0.0001096608,0.0007099154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001923492,"about_ca_system_score_gemma":0.00001102511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953772,"about_ca_topic_score_gemma":0.0002317429,"domain_scores_codex":[0.9993187,0.000006513837,0.0003063124,0.00007958309,0.0001229448,0.0001659026],"domain_scores_gemma":[0.9996112,0.00005638436,0.00009984946,0.0001338495,0.00004075676,0.00005797581],"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":[0.00001261663,0.00000727874,4.108795e-8,0.0007727105,0.00003349357,3.543203e-7,0.0001603632,0.0005318547,0.000002632747,0.0006267314,0.9945635,0.003288472],"study_design_scores_gemma":[0.0003254493,0.00003463634,0.000001268172,0.00008252582,0.00003345721,0.00001075556,0.0001478537,0.0004819277,0.00005076424,0.0000671353,0.9985591,0.000205119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000195043,0.0002064875,0.0003209821,0.00003704116,0.00009071265,0.0005491041,0.00019732,0.0003196765,0.9982592],"genre_scores_gemma":[0.001986599,0.00028773,0.001857264,0.00004716769,0.00008315543,0.00005057811,0.0001837459,0.0001005519,0.9954032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02564129,"threshold_uncertainty_score":0.9745389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007173310462033873,"score_gpt":0.189800161612258,"score_spread":0.1826268511502241,"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."}}