{"id":"W141185873","doi":"","title":"Social Innovation: Access and Leadership","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008175055,0.0002829156,0.0003196029,0.0003371206,0.002513553,0.0006893962,0.001636968,0.000237089,0.0001070308],"category_scores_gemma":[0.0001303782,0.0002281776,0.00003384065,0.004399825,0.0009877054,0.001115036,0.002297716,0.0003298633,0.00009289149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004458853,"about_ca_system_score_gemma":0.00006086441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106975,"about_ca_topic_score_gemma":0.00002455657,"domain_scores_codex":[0.9983202,0.00003488387,0.0004174441,0.0004425751,0.0003359627,0.0004489883],"domain_scores_gemma":[0.9987342,0.00005635736,0.0003786827,0.0003088404,0.0005145455,0.000007397859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000421052,0.0003540594,0.1152733,0.0004351116,0.0002673535,0.00007698761,0.005162666,0.0000614585,0.0001373602,0.497128,0.2719289,0.1087538],"study_design_scores_gemma":[0.0006611267,0.000002857333,0.1596164,0.00002396975,0.00002236685,0.00002360138,0.001693716,0.0001156559,0.00002269563,0.005248588,0.8321816,0.0003874294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7135293,0.0002015782,0.007006031,0.03766445,0.0003130335,0.001524923,0.000002163579,0.0007004172,0.2390581],"genre_scores_gemma":[0.9749518,0.000004117969,0.0001120426,0.01524046,0.001145806,0.0001082258,0.00004294511,0.00005417107,0.008340409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5602527,"threshold_uncertainty_score":0.998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860006726665474,"score_gpt":0.292717404629164,"score_spread":0.1067167319626165,"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."}}